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Overparenting and offspring depression, anxiety, and internalizing symptoms: A meta-analysis

Published online by Cambridge University Press:  30 May 2023

Qi Zhang*
Affiliation:
Department of Educational Psychology, University of Wisconsin-Madison, Madison, WI, USA
Wongeun Ji
Affiliation:
School of Counseling Psychology and Social Welfare, Handong Global University, Pohang, Republic of Korea
*
Corresponding author: Qi Zhang; email: qzhang384@wisc.edu
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Abstract

Overparenting has been considered to contribute to offspring internalizing mental disorders from theoretical perspectives, which some empirical evidence has supported. However, existing findings are inconsistent. To facilitate the understanding of the association between overparenting and depression, anxiety, and internalizing symptoms, an examination of effect sizes is required. By employing the PRISMA method, a meta-analysis was conducted. Fifty-two articles were identified, with 38 studies examining depression, 30 studies examining anxiety, and 21 studies examining internalizing symptoms. The results show that overparenting is associated with offspring depression (mean age 19.94 years) (k = 133, r = .15, p < .001), anxiety (mean age 19.57 years) (k = 101, r = .14, p < .001), and internalizing symptoms (mean age 19.76 years) (k = 58, r = .19, p < .001). Moderator analyses show that the effect sizes are largely equal across SES groups, cultures, the age of offspring, child gender, and study design but may vary depending on the parental gender and report informants. Implications for interventions and future directions are discussed.

Type
Regular Article
Copyright
© The Author(s), 2023. Published by Cambridge University Press

Introduction

Internalizing problems characterized by a basic disturbance in intropunitive moods and emotions are worldwide psychological problems, including depression, anxiety, social withdrawal, and somatic or physical problems (e.g., fear, worry, concerns, and headaches) (Zahn-Waxler et al., Reference Zahn-Waxler, Klimes-Dougan and Slattery2000). The global lifetime prevalence of depression was estimated to be 10.8% (Lim et al., Reference Lim, Tam, Lu, Ho, Zhang and Ho2018), and approximately 14.6% to 33.7% of the population might be affected by an anxiety disorder during their lifetime (Bandelow & Michaelis, Reference Bandelow and Michaelis2022). Although depression and anxiety disorders are moderately to highly heritable, the etiology of depression and anxiety also results from environmental risk factors, such as parenting (Dunn et al., Reference Dunn, Uddin, Subramanian, Smoller, Galea and Koenen2011; Franić et al., Reference Franić, Middeldorp, Dolan, Ligthart and Boomsma2010). Meta-analytic studies have demonstrated that parenting (e.g., parental rejection and control) plays a significant role in children’s and adolescents’ depression, anxiety, and internalizing symptoms (McLeod et al., Reference McLeod, Weisz and Wood2007; Yap & Jorm, Reference Yap and Jorm2015; Yap et al., Reference Yap, Pilkington, Ryan and Jorm2014). However, less is known about the influences of overparenting on offspring’s mental health problems.Footnote 1 Despite a growing concern about overparenting’s adverse effects on offspring internalizing problems (e.g., Cui et al., Reference Cui, Darling, Coccia, Fincham and May2019; Darlow et al., Reference Darlow, Norvilitis and Schuetze2017; LeMoyne & Buchanan, Reference LeMoyne and Buchanan2011; Schiffrin et al., Reference Schiffrin, Erchull, Sendrick, Yost, Power and Saldanha2019a), contradictory findings have been reported that overparenting may not be associated with depression or anxiety (Howard et al., Reference Howard, Alexander and Dunn2022; Trbovich et al., Reference Trbovich, Preszler, Emami, Cohen, Eagle, Collins and Kontos2021). To better understand the relationship between overparenting and offspring outcomes, the current research meta-analyzed studies on overparenting and its association with offspring depression, anxiety, and internalizing symptoms, which could provide practical implications for parental education programs and clinical implications for mental health intervention programs.

Overparenting and offspring internalizing mental disorders

Overparenting (also called helicopter parenting) has received increasing attention in the popular press and academic research in the past few decades. Cline and Fay (Reference Cline and Fay1990) first developed the concept of helicopter parenting to describe parents hovering around and ready to resolve problems for their offspring. Researchers contend that helicopter parenting is not a new parenting dimension but a unique parenting pattern composed of overinvolved and restrictive parenting behaviors that discourage independence or autonomy (LeMoyne & Buchanan, Reference LeMoyne and Buchanan2011; Schiffrin et al., Reference Schiffrin, Liss, Miles-McLean, Geary, Erchull and Tashner2014). Even though researchers agree that helicopter parenting and overparenting can be used interchangeably (Rousseau & Scharf, Reference Rousseau and Scharf2015; Segrin et al., Reference Segrin, Jiao and Wang2022; Trbovich et al., Reference Trbovich, Preszler, Emami, Cohen, Eagle, Collins and Kontos2021), overparenting has been considered the term that best represents a type of parenting style that goes beyond what most parents would do and is intentional (Garst & Gagnon, Reference Garst and Gagnon2015). Segrin et al. (Reference Segrin, Woszidlo, Givertz, Bauer and Taylor Murphy2012) defined overparenting as developmentally inappropriate parenting characterized by overinvolvement in offspring’s lives and decision-making, driven by the parents’ desires to ensure the offspring’s success and protect them from challenges and obstacles. From this definition, the term “overparenting” not only captures the overinvolvement and excessive control but also highlights parents’ good intentions.

Despite the benevolent intentions behind overparenting behaviors, the over part of overparenting (e.g., excessive levels of involvement and control) might adversely affect the offspring’s well-being (Locke et al., Reference Locke, Kavanagh and Campbell2016; Segrin et al., Reference Segrin, Givertz, Swaitkowski and Montgomery2015). Researchers have provided a compelling account of the effect of overparenting on offspring’s ill-being based on self-determination theory (SDT) (Ryan & Deci, Reference Ryan and Deci2000; Schiffrin et al., Reference Schiffrin, Liss, Miles-McLean, Geary, Erchull and Tashner2014). According to the SDT, there are three basic psychological needs: autonomy (the need to self-regulate an individual’s experiences and actions), competence (the need to feel effectance and mastery), and relatedness (the need to feel socially connected). The basic needs framework emphasizes that people must satisfy all three needs to psychologically thrive. The excessive problem-solving for offspring and the intrusive quality of overparenting may threaten all three basic needs (Segrin et al., Reference Segrin, Woszidlo, Givertz and Montgomery2013), which has been supported by empirical evidence showing that basic psychological needs frustration may be a potential mechanism that links overparenting and emerging adults’ psychological challenges (Hong, Reference Hong2021; Segrin et al., Reference Segrin, Jiao and Wang2022).

The involvement aspect of overparenting might make the offspring feel relationally connected and have protective effects, especially when the offspring faces challenges. Indeed, overparenting has been shown to be positively associated with parent–offspring relationships (Padilla-Walker & Nelson, Reference Padilla-Walker and Nelson2012), psychological adjustment and life satisfaction (Fingerman et al., Reference Fingerman, Cheng, Wesselmann, Zarit, Furstenberg and Birditt2012), and a sense of competence among emerging adults (Shoup et al., Reference Shoup, Gonyea and Kuh2009). Nevertheless, SDT has suggested that balancing the three basic psychological needs satisfaction is also vital to well-being (Sheldon & Niemiec, Reference Sheldon and Niemiec2006). Overparenting may cause variability or imbalance in the satisfaction of the basic three needs. For instance, the offspring may relinquish satisfaction of autonomy in order to acquire acceptance from a controlling parent. However, there will be negative psychological consequences for the offspring’s well-being, as the three basic needs are highly intercorrelated, and any frustration will cause functional costs (Ryan & Deci, Reference Ryan and Deci2000). In short, overparenting has been suggested to be problematic and may elicit more depression, anxiety, and internalizing symptoms in offspring from the SDT perspective.

In addition to the parent effect, offspring mental health problems are also likely to affect overparenting behaviors. There has been an increased interest in the interplay or bidirectionality between parenting behaviors and offspring development (Pinquart, Reference Pinquart2017). For instance, Bell’s model of bidirectionality proposed that parents could increase control or grant more autonomy as a response to offspring’s behaviors (Bell, Reference Bell, Bell and Harper1977). Furthermore, parents of offspring with mental disorders may experience more pressure and have increased anxiety (Liu et al., Reference Liu, Lambert and Lambert2007), which could indirectly impact overparenting behaviors (Segrin et al., Reference Segrin, Woszidlo, Givertz and Montgomery2013). Jiao (Reference Jiao2022) has demonstrated that emerging adult offspring’s mental distress could prospectively predict overparenting, highlighting the associations between overparenting and offspring mental disorders that could be bidirectional.

Potential moderators of the association between overparenting and offspring outcomes

Although overparenting may be associated with more mental health issues in offspring from a theoretical perspective, individual differences in parents and offspring might help explain why the findings of the association between overparenting and offspring mental disorders are not consistent, which could provide insights for psychotherapy and improve long-term treatment effects for children, adolescents, or emerging adults from different backgrounds. A number of potential important moderators are discussed below.

Offspring age

Overparenting has become common across different ages of offspring (Segrin et al., Reference Segrin, Woszidlo, Givertz, Bauer and Taylor Murphy2012). It also has been highlighted that parental behaviors associated with internalizing problems need to be considered within specific phases of offspring development (Yap et al., Reference Yap, Pilkington, Ryan and Jorm2014). However, studies regarding the negative effects of overparenting mainly focused on emerging adulthood (Perez et al., Reference Perez, Nicholson, Dahlen and Leuty2020; Schiffrin et al., Reference Schiffrin, Liss, Miles-McLean, Geary, Erchull and Tashner2014), and few studies about overparenting were conducted on children or adolescents (Leung, Reference Leung2020). Therefore, whether the offspring age may moderate the associations between overparenting and offspring mental disorders remains an open question. Given that the need for autonomy becomes increasingly salient while adolescents age into emerging adulthood and transition from a parent–offspring relationship to an adult–adult relationship (Love, Reference Love2016), it is hypothesized that the magnitude of association between overparenting and depression, anxiety, and internalizing symptoms would increase with age.

Parental and offspring gender

First, parental gender might moderate the associations between overparenting and offspring outcomes. Previous studies have shown that maternal parenting may have a greater impact on the offspring’s adjustment than paternal parenting, as mothers are often the main caregiver (Nelson et al., Reference Nelson, Padilla-Walker, Christensen, Evans and Carroll2011; Patock-Peckham & Morgan-Lopez, Reference Patock-Peckham and Morgan-Lopez2009). Studies also have found that mothers tend to have higher levels of overparenting than fathers (Fingerman et al., Reference Fingerman, Cheng, Wesselmann, Zarit, Furstenberg and Birditt2012; Scharf et al., Reference Scharf, Rousseau and Bsoul2017). However, whether maternal overparenting and paternal overparenting have different effects on offspring mental health is unclear. For instance, overparenting fathers have been found to have adult offspring with worse outcomes in areas such as college adjustment, school burnout, interpersonal sensitivity, and mindset compared to overparenting mothers (Klein & Pierce, Reference Klein and Pierce2009; Love et al., Reference Love, May, Cui and Fincham2020; Rousseau & Scharf, Reference Rousseau and Scharf2015; Schiffrin et al., Reference Schiffrin, Yost, Power, Saldanha and Sendrick2019b). Nevertheless, some studies found that both maternal and paternal overparenting were positively associated with depression symptoms among emerging adults (Cui et al., Reference Cui, Darling, Coccia, Fincham and May2019; Schiffrin et al., Reference Schiffrin, Erchull, Sendrick, Yost, Power and Saldanha2019a). Alternaltively, other studies suggested that paternal overparenting might be protective to some extent, which was associated with better life satisfaction and less depression (Leung, Reference Leung2020; Zienty & Nordling, Reference Zienty and Nordling2018). Therefore, exploring parental gender as a moderator may clarify the direction and strength of the associations between overparenting and offspring depression, anxiety, and internalizing symptoms.

Second, offspring gender might also be a moderator. Although female offspring are thought to be more sensitive to relational stimuli (such as parenting behaviors) based on gender role expectations (Bem, Reference Bem1974), the empirical evidence regarding this suggestion is mixed. Although some studies suggested that offspring sex may not directly affect overparenting (Burke et al., Reference Burke, Segrin and Farris2018; Gagnon & Garst, Reference Gagnon and Garst2019), Rousseau and Scharf (Reference Rousseau and Scharf2015) found that mothers’ overparenting was associated with positive outcomes among young male adults. Furthermore, Kouros et al. (Reference Kouros, Pruitt, Ekas, Kiriaki and Sunderland2017) found that higher levels of overparenting were related to lower well-being among female college students, suggesting that overparenting may be a stronger predictor of depression, anxiety, and internalizing symptoms for females as compared to males. Taken together, the negative outcomes of overparenting appear to skew towards female offspring.

Furthermore, given that mother–son, mother–daughter, father–son, and father–daughter dyads have been thought to represent distinct relationships (Russell & Saebel, Reference Russell and Saebel1997), it is possible that the magnitude of the associations between overparenting and offspring outcomes might vary depending on different parent-offspring dyads. Alternatively, based on gender congruence theory (Ruble et al., Reference Ruble, Martin, Berenbaum, Eisenberg, Damon and Lerner2006), parents may have greater influences on same-gender offspring. If so, the effect sizes may be greater in same-gender parent–offspring dyads. Overall, exploring the interaction effects between parental and offspring gender on the associations between overparenting and offspring outcomes is necessary.

Culture and race

Parenting may differ among cultural and racial groups (Bornstein, Reference Bornstein2012). Previous studies that examined the effects of overparenting on offspring in different countries also yield mixed evidence. For instance, Wang et al. (Reference Wang, Lai, Yang, Yang and Guo2021) suggested that overparenting may be more common and destructive to Chinese college students’ mental health because parents in the collectivistic culture tend to have higher academic expectations and excessive attention to their offspring, leading to more emotional and social problems in offspring. In contrast, a cross-cultural study showed that overparenting was associated with basic needs frustration and lower psychological well-being for both American and Chinese students (Hong, Reference Hong2021). Relatedly, Mousavi et al. (Reference Mousavi, Low and Hashim2016) suggested that Caucasian adolescents may be more negatively affected by parenting that limits autonomy than adolescents from other racial backgrounds, whereas Cook (Reference Cook2020) did not find racial differences in the association of overparenting with emerging adults’ adjustment. Given these findings, it is important to explore whether culture and race may moderate the associations between overparenting and depression, anxiety, and internalizing symptoms.

Socioeconomic status

Socioeconomic status (SES) may moderate the link between overparenting and offspring mental problems. For example, parenting within a low SES family environment has been shown to be related to lower levels of support (Repetti et al., Reference Repetti, Taylor and Seeman2002) and increased risks of depression in offspring (Lemstra et al., Reference Lemstra, Neudorf, D’Arcy, Kunst, Warren and Bennett2008). In contrast, Romm et al. (Reference Romm, Barry and Alvis2020) found that parental controlling behaviors may predict more offspring’s risk behaviors within high SES families because of parental pressure for achievement. Although it remains to be answered whether the relation between overparenting and internalizing problems would be stronger in a low SES family or a high SES family, this study will add to the literature by examining whether the magnitude of the association between overparenting and depression, anxiety, and internalizing symptoms may vary by SES.

Methodological moderators

The informant might be an important methodological moderator when assessing overparenting behaviors and offspring outcomes. Most studies employed either offspring-report measures or parent-report measures. Considering that different informants may have different views regarding parenting behaviors (Lanz et al., Reference Lanz, Scabini, Vermulst and Gerris2001) and a meta-analysis has shown that parents perceived parenting more positively than their offspring (Hou et al., 2019), report informants might affect the association between overparenting and offspring outcome. Another important methodological moderator could be study design, including cross-sectional and longitudinal designs, as previous meta-analyses have shown that effect sizes tend to be slightly larger for cross-sectional studies than for longitudinal studies (Li et al., Reference Li, Willems, Stok, Deković, Bartels and Finkenauer2019). Additionally, longitudinal studies include designs that overparenting was measured first and offspring outcomes were measured later as well as designs that offspring outcomes were measured first and overparenting was measured later. By including the two types of longitudinal study designs, we can examine not only the influence of overparenting on offpsirng mental disorders but also the influence of offspring mental health on overparenting.

Rationale for the current study

Previous meta-analytic studies have demonstrated that parenting behaviors (e.g., parental rejection, control, and parental autonomy support) play a significant role in children’s and adolescents’ psychological well-being (McLeod et al., Reference McLeod, Weisz and Wood2007; Vasquez et al., Reference Vasquez, Patall, Fong, Corrigan and Pine2016; Yap & Jorm, Reference Yap and Jorm2015; Yap et al., Reference Yap, Pilkington, Ryan and Jorm2014). However, none of the existing meta-analyses focus on and summarize the effects of overparenting on offspring outcomes. Although Cui et al.’s (Reference Cui, Hong and Jiao2022) systematic review showed that overparenting was related to psychological maladjustment (e.g., more depressive and anxiety symptoms) and another systematic review conducted by Vigdal and Brønnick (Reference Vigdal and Brønnick2022) also provided a rich source of information regarding the relationship between helicopter parenting and anxiety and depression symptoms, a meta-analysis is necessary to confirm the relationship, given mixed findings about the association between overparenting and depression or anxiety (e.g., Cui et al., Reference Cui, Janhonen-Abruquah, Darling, Carlos Chavez and Palojoki2019; Darlow et al., Reference Darlow, Norvilitis and Schuetze2017; Howard et al., Reference Howard, Alexander and Dunn2022; Trbovich et al., Reference Trbovich, Preszler, Emami, Cohen, Eagle, Collins and Kontos2021). Therefore, the first goal of the current article was to answer the question of whether overparenting is related to offspring depression, anxiety, and internalizing symptoms and to understand which factors might explain the variation in effect sizes via meta-analysis..

Vigdal and Brønnick’s (Reference Vigdal and Brønnick2022) systematic review also included overprotective parenting behaviors as helicopter parenting. Overprotective parenting has been defined as intrusive micro-management of children’s activities and unnecessary strong affection when children are not in need of comforting (Padilla-Walker & Nelson, Reference Padilla-Walker and Nelson2012). Despite the similarities between the two concepts, it remains to be tested whether helicopter parenting/overparenting is an extension of overprotective parenting in childhood (Howard et al., Reference Howard, Alexander and Dunn2022). In addition, there has been a meta-analysis examining the relationship between parental overprotection and offspring’s internalizing problems, only including studies that used the overprotection scale of the Egna Minnen Beträffande Uppfostran (EMBU, “Memories of My Parents’ Upbringing”) questionnaire (de Roo et al., Reference de Roo, Veenstra and Kretschmer2022), which is different from the scales used by the majority of the overparenting/helicopter parenting studies (i.e., Bradley-Geist & Olson-Buchanan, Reference Bradley-Geist and Olson-Buchanan2014; LeMoyne & Buchanan, Reference LeMoyne and Buchanan2011; Luebbe et al., Reference Luebbe, Mancini, Kiel, Spangler, Semlak and Fussner2018; Odenweller et al., Reference Odenweller, Booth-Butterfield and Weber2014; Padilla-Walker & Nelson, Reference Padilla-Walker and Nelson2012; Schiffrin et al., Reference Schiffrin, Liss, Miles-McLean, Geary, Erchull and Tashner2014; Segrin et al., Reference Segrin, Woszidlo, Givertz, Bauer and Taylor Murphy2012). Considering the discrepancies between overprotection and overparenting regarding concept and measurement, the current study focused exclusively on studies that used the concept of overparenting or helicopter parenting to examine the relationship between overparenting and offspring mental health in more depth.

Method

Search procedures and selection of studies

Articles were identified for potential inclusion using the PsycINFO, Educational Resources Information Center (ERIC), APA PsycArticles, Medline, and PubMed databases from the earliest published (2011) to July 2022. A partial grey literature search was also performed on ProQuest Dissertations & Theses and Google Scholar. The Google Scholar search was limited to the first 100 most relevant articles. The search was conducted using the following search keywords in all databases: (overparenting OR “helicopter parenting”) AND (depressi* OR affect* OR mood OR anxiety OR internalising OR internalizing OR phobia OR phobic OR panic OR “post-traumatic stress disorder” OR “acute stress disorder”), which were adapted from Yap and Jorm’s (Reference Yap and Jorm2015) meta-analysis. Articles identified were included in the current study if they: (i) measured parental overparenting, (ii) measured depression, anxiety, and internalizing symptoms of offspring, and (iii) were published in English-speaking journals. Studies were excluded if: (a) they did not measure overparenting or offspring internalizing problems, (b) they were published in non-English languages, and (c) effect sizes were not available.

A systematic search of the articles was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) (see Figure 1). The online search returned 245 records, from which 163 articles remained after the exclusion of duplicates. The two authors independently analyzed the 163 abstracts to check for the eligibility criteria. Thirty records were excluded because neither one of the two authors selected their abstracts. Then, 133 records were sought for retrieval, and 127 full-text articles were available to assess eligibility. Following this stage, each author independently coded approximately half of the randomly selected articles. Of 127 articles, 75 were excluded, and 52 studies met the criteria for inclusion in the meta-analysis. In these studies, a total of 20,357 offspring with mean age ranging from 12.63 to 25.56 years participated.

Figure 1. Preferred reporting items for systematic reviews and meta-analyses (PRISMA) flowchart showing the process of study selection for inclusion in the meta-analysis.

Inter-rater agreement

Of the 52 eligible studies, 50% were selected randomly to be double-coded by the two authors. To calculate the inter-rater reliability, intraclass correlation (ICC) was used for continuous variables, and Cohen’s kappa was used for categorical variables. ICCs ranged from .99 to 1.00, and kappas ranged from .87 to 1.00, which showed excellent agreement. Moreover, differences in coding between the two independent coders were resolved by further discussion.

Coding of the studies

Overparenting was assessed using common measures for helicopter parenting and overparenting behaviors (e.g., Helicopter Parenting Scale, Helicopter Parenting Questionnaire, and Over-Parenting Scale), except for one that used several items from the EMBU questionnaire, which also captured the extent to which the offspring felt their parents were involving and controlling in their lives. Offspring depression included measures of depressive symptoms (e.g., Center for Epidemiologic Studies Depression Scale). Offspring anxiety included measures of anxiety symptoms, social anxiety, and panic (e.g., Inventory of Depression and Anxiety Symptoms). Offspring internalizing symptoms included measures of stress, emotional dysregulation, worry, suicidal ideation, and psychological distress (e.g., Depression, Anxiety, and Stress Scale, Difficulties in Emotion Regulation Scale, and Penn State Worry Questionnaire). All informants were either the parent or the offspring who completed questionnaires.

To allow moderation analysis, the following variables were coded for each study. Continuous variables included sample size, race (percent of minority), culture score (individualism index was used to represent the level of individualism of the culture according to Hofstede’s (Reference Hofstede2011) score system (www.hofstede-insights.com)), offspring age at the time overparenting and offspring outcomes were measured, and offspring gender (percent of female in sample). Categorical variables included offspring age group of outcome measure (children, adolescents, or emerging adults),Footnote 2 parental gender (mother, father, or both parents with no exact percentage of mother/father), culture (individualism or collectivism), SES (low, middle/high, or diverse), informant of the overparenting and outcome measure (offspring-report or parent-report), informant consistency (consistent or inconsistent),Footnote 3 publication status (published or unpublished), and study design. Specifically, the study design includes cross-sectional, longitudinal parent effect (overparenting was measured first with offspring outcome measured later), or longitudinal offspring effect (offspring outcome was measured first with overparenting measured later).

Data analyses

All analyses were performed in the metafor and meta package (Balduzzi et al., Reference Balduzzi, Rücker and Schwarzer2019; Viechtbauer, Reference Viechtbauer2010) in R version 4.0.3. Pearson correlation coefficients (r) were obtained for included studies to investigate the effect size of the relationship between overparenting and depression, anxiety, and internalizing symptoms. Fisher’s r-to-z transformation was used later to transform correlational effect size to a Z score so that the sampling distribution becomes normally distributed, and the Z score was transformed back to Pearson’s r as the result for interpretation purposes (Borenstien et al., Reference Borenstien, Hedges, Higgins and Rothstein2009).

Notably, standardized regression coefficients (β) were also used as effect sizes, as it has been suggested that β and r are extremely highly correlated and β can be substituted directly for r, regardless of the covariates in the regression equation (Borenstien et al., Reference Borenstien, Hedges, Higgins and Rothstein2009; Peterson & Brown, Reference Peterson and Brown2005). Nevertheless, to explore how β might influence the results, sensitivity analyses excluding studies that used β to estimate effect sizes were performed.

When multiple effect sizes were reported within a publication, common strategies to deal with this issue include extracting only one effect size or averaging effect sizes (Lipsey & Wilson, Reference Lipsey and Wilson2001). However, a three-level meta-analysis can make it possible to include all effect sizes within the same study by taking into account the dependency of effect sizes, leading to greater statistical power (Van den Noortgate et al., Reference Van den Noortgate, López-López, Marín-Martínez and Sánchez-Meca2013). Therefore, a three-level model was performed to account for the sampling variance of effect sizes at level 1, the variance within studies at level 2, and the variance between studies at level 3. In addition, Q and variance component statistics were conducted to assess heterogeneity. A significant Q statistic and the sampling variance less than 75% suggest that moderators should be explored (Hunter & Schmidt, Reference Hunter and Schmidt2004).

Risk of bias

Previous research has shown that significant studies are more likely to be published, which might cause overestimated overall effect sizes (Rosenthal, Reference Rosenthal1979). Although the current study has included partial grey literature, which might help reduce publication bias (Paez, Reference Paez2017), the current meta-analysis furthermore used the funnel plot and Egger test to examine publication bias. An asymmetrical funnel plot and a significant Egger’s test indicate possible publication bias (Begg, Reference Begg1994; Egger et al., Reference Egger, Smith, Schneider and Minder1997).

To maximize the sample size in the current meta-analysis, a stringent assessment of the quality of primary studies was not performed to exclude studies from the meta-analysis. However, publication status was coded to consider possible biases resulting from studies of lower methodological quality, which could be one of the criteria to assess the quality of the studies included (Hohn et al., Reference Hohn, Slaney and Tafreshi2019). Via post hoc moderation analysis, the differences between published (published studies in peer-reviewed journals) and unpublished studies (grey literature including thesis, posters, and other formats) were examined to explore whether primary study quality may have an impact on the magnitude and directionality of effect sizes.

Results

Descriptive statistics

The current study included 52 articles. Thirty-eight studies reported 133 associations between overparenting and depression (N = 16,139), and the average age of offspring when depression was measured ranged from 12.63 to 25.56 years (M = 19.94; SD = 2.21). Thirty studies reported 101 associations between overparenting and anxiety (N = 13,277), and the average age of offspring at anxiety assessment ranged from 12.63 to 25.56 years (M = 19.57; SD = 2.55). Twenty-one studies reported 58 associations examining internalizing symptoms (N = 9145), and the average age of offspring when internalizing symptoms were measured ranged from 15.33 to 25.00 (M = 19.76; SD = 2.24).

Most studies were cross-sectional (92.3%), conducted in the US (67.3%), and used the terminology “helicopter parenting” (78.8%). The offspring gender was, on average, 66.7% female. Additionally, 48.1% of included studies focused on overparenting in general parents without differentiating between mothers and fathers, 32.7% focused on both mothers and fathers, 13.4% solely focused on mothers, and 5.8% examined maternal, paternal, and parental overparenting separately. The details of demographic characteristics of the studies can be seen in Table 1.

Table 1. Demographic characteristics of studies identified in the review

Note. C = cross-sectional; L = longitudinal. N/A = not available. CHPS = Consolidated Helicopter Parenting Scale (Schiffrin et al., Reference Schiffrin, Yost, Power, Saldanha and Sendrick2019b); COS = Chinese Overparenting Scale (Leung & Shek, Reference Leung and Shek2018); EMBU = Egna Minnen av Barndoms Uppfostran (one’s memories of upbringing) (Perris et al., Reference Perris, Jacobsson, Lindström, von Knorring and Perris1980); HPI = Helicopter Parenting Instrument (Odenweller et al., Reference Odenweller, Booth-Butterfield and Weber2014); HPM = Helicopter Parenting Measure (Luebbe et al., Reference Luebbe, Mancini, Kiel, Spangler, Semlak and Fussner2018); HPBQ = Helicopter Parenting Behaviors Questionnaire (Schiffrin et al., Reference Schiffrin, Liss, Miles-McLean, Geary, Erchull and Tashner2014); HPQ = Helicopter Parenting Questionnaire (Pautler, Reference Pautler2017); L-HPS = Helicopter Parenting Scale (LeMoyne & Buchanan, Reference LeMoyne and Buchanan2011); OPEAS = Overparenting of Emerging Adults Scale (Sherman, Reference Sherman2015); OPS = Over-Parenting Scale (Bradley-Geist & Olson-Buchanan, Reference Bradley-Geist and Olson-Buchanan2014); OS = Overparenting Scale (Segrin et al., Reference Segrin, Woszidlo, Givertz, Bauer and Taylor Murphy2012); PAR = Parental Anxious Rearing (Kins et al., Reference Kins, Soenens and Beyers2013); PHPAS = Perceived Helicopter Parenting Attitude Scale (Yılmaz, Reference Yılmaz2019); PRQ = Parental Relationship Questionnaire (Kenny, Reference Kenny1987); PBI = Parental Bonding Instrument (Parker et al., Reference Parker, Tupling and Brown1979); P-HPS = Helicopter Parenting Scale (Padilla-Walker & Nelson, Reference Padilla-Walker and Nelson2012).

a These three articles are different studies. However, according to the same demographic characteristics and effect sizes, there were probably repeated American/Finnish samples among three studies. The repeated samples were removed from the current meta-analysis to avoid duplication.

Although there were sufficient data, variability existed for the examination of moderators. Specifically, all 52 studies reported country (culture), offspring gender, offspring age, informant of measures, and research design. However, regarding SES, 46.2% of studies did not report SES in the sample, 25.0% had a sample of diverse SES, 26.9% had a sample of middle/high SES, and no study reported low SES. Additionally, only 67.3% of studies provided the percentage of minorities. Concerning age groups of offspring, the majority of studies (88.5%) included samples of emerging adults, 11.5% of studies were conducted with adolescent samples, and no study sampled children.

Meta-analysis of overparenting and depression

The overall effect size for the association between overparenting and offspring depression was significant and positive (r = .15, 95% CI [.12, .19], p < .001). Therefore, a higher level of overparenting was associated with more depression symptoms in offspring. The sensitivity analysis excluding five studies that used β revealed a slightly higher effect size (r = .16, 95% CI [.13, .19], p < .001), showing that using β as an effect size may not alter the results. Examination of the funnel plot (see Figure S1 in supplemental materials) and the Egger test (p = .013) showed evidence of publication bias, suggesting that the estimated effect size might be larger than the true effect size. The Q statistic was significant (Q = 648.12, p < .001). Moreover, the variance at the sampling, within-study, and between-study levels was 18.17%, 31.97%, and 49.87%, respectively, indicating that exploring potential moderators was necessary.

The moderator analysis results can be seen in supplemental Table S1. No significant moderation effects of culture (either continuous or categorical), SES, offspring age, offspring age group, offspring gender, informant consistency, and study design were found. No significant interaction effects were found between parental gender and offspring gender. These findings suggested that the relations between overparenting and depression might be largely equal between individualistic and collectivistic cultures and equal between middle/high and diverse SES groups. The relations may also not vary depending on the offspring’s age and offspring gender. Additionally, studies that used the same report informant for overparenting and offspring depression may have similar effect sizes with studies that used different report informants. Cross-sectional studies and longitudinal studies also tended to have similar effect sizes. Moreover, the effect sizes might be equal among different parent–offspring dyads.

The moderation test of race was significant, and the association between overparenting and depression tended to be stronger among samples containing more minority offspring (b = .003, 95% CI [.001, 006]). Parental gender was also a significant moderator. It was found that the effect sizes for the associations between maternal overparenting and depression (k = 70, r = .15, 95% CI [.11, .20]), paternal overparenting and depression (k = 29, r = .11, 95% CI [.02, .20]), and parental overparenting and depression (k = 34, r = .19, 95% CI [.07, .30]) were all significant (p < .001). A follow-up comparison further suggested that the relationship for parental overparenting was significantly larger than that for paternal (t = 2.17, p = .032). However, no significant differences were found between the relationships for maternal overparenting and paternal overparenting, and between maternal overparenting and parental overparenting. Regarding methodological moderators, results showed that effect sizes differed according to whether the offspring (k = 110, r = .18, 95% CI [.14, .21]) or the parent (k = 23, r = .01, 95% CI [−.10, .11]) reported overparenting, indicating that the association between overparenting and offspring depression was stronger when offspring reported overparenting. Regarding the informant of depression measure, the effect sizes also differed based on whether the offspring (k = 129, r = .16, 95% CI [.12, .20]) or the parent reported (k = 4, r = −.12, 95% CI [−.24, .01]). This finding indicated that higher levels of overparenting might be related to more offspring depression symptoms if the offspring reported depression. In contrast, higher levels of overparenting might be associated with fewer offspring depression symptoms if the parent reported depression. Regarding publication status, no significant moderation effect was found, showing the effect sizes between overparenting and offspring depression may be equal for published and unpublished studies.

Meta-analysis of overparenting and anxiety

The overall effect size for the association between overparenting and offspring anxiety was significant (r = .14, 95% CI [.11, .17], p < .001), suggesting a higher level of overparenting was associated with more anxiety symptoms. The sensitivity analysis excluding five studies that used β revealed basically the same effect size (r = .14, 95% CI [.10, .17], p < .001), showing that using β as an effect size hardly altered the results. Examination of the funnel plot (see Figure S2 in supplemental materials) and the Egger test (p = .020) showed possible publication bias. The Q statistic was significant (Q = 391.87, p < .001). Moreover, the variance at the sampling, within-study, and between-study levels was 19.58%, 42.57%, and 37.84%, respectively, indicating that the exploration of potential moderators was necessary.

The moderator analysis results can be seen in supplemental Table S2. Similar to the moderation analysis results for depression, no significant moderation effects of culture (either continuous or categorical), SES, offspring age, offspring age group, offspring gender, informant consistency, and study design were found. No significant interaction effects were found between parental gender and offspring gender. These findings suggested that the relations between overparenting and anxiety might be largely equal across cultures, SES groups, the age of offspring, offspring gender, informant consistency, study designs, and parent–offspring dyads. The moderation test of race was significant, and the association between overparenting and anxiety tended to be stronger among samples containing more minority offspring (b = .003, 95% CI [.001, 005]). Parental gender was also a significant moderator. It was found that the effect sizes for the associations between maternal overparenting and anxiety (k = 48, r = .16, 95% CI [.12, .21]), paternal overparenting and anxiety (k = 27, r = .10, 95% CI [.01, .18]), and parental overparenting and anxiety (k = 26, r = .14, 95% CI [.03, .25]) were all significant (p < .001). A follow-up comparison further suggested that the relationship for maternal overparenting was significantly larger than that for paternal (t = −3.22, p = .002). However, no significant differences were found between the relationships for maternal overparenting and parental overparenting, and between paternal overparenting and parental overparenting. Regarding methodological moderators, results showed that effect sizes differed according to whether the offspring (k = 79, r = .16, 95% CI [.13, .20]) or the parent (k = 22, r = .01, 95% CI [−.08, .11) reported overparenting, indicating that the association between overparenting and offspring anxiety was stronger when the offspring reported overparenting. For the informant of anxiety measure, the effect sizes also differed based on whether the offspring (k = 97, r = .15, 95% CI [.11, .18]) or the parent reported (k = 4, r = −.13, 95% CI [−.25, −.02]). This finding indicated that higher levels of overparenting might be related to more offspring anxiety symptoms if the offspring reported anxiety. In contrast, higher levels of overparenting might be associated with fewer offspring anxiety symptoms if the parent reported anxiety. Regarding publication status, a significant moderation effect was found, showing that the effect sizes were larger for unpublished studies (k = 43, r = .19, 95% CI [.09, .28]) than published studies (k = 58, r = .11, 95% CI [.08, .15]), indicating lower quality studies might potentially exaggerate effect size evaluation between overparenting and offspring anxiety.

Meta-analysis of overparenting and internalizing symptoms

The overall effect size for the association between overparenting and offspring internalizing symptoms was significant (r = .19, 95% CI [.14, .24], p < .001), indicating that a higher level of overparenting was associated with more internalizing symptoms. The sensitivity analysis excluding six studies that used β revealed a slightly smaller effect size (r = .18, 95% CI [.13, .23], p < .001), showing that using β as an effect size may not alter the results. Examination of the funnel plot (see Figure S3 in supplemental materials) and the Egger test (p < .001) showed possible publication bias. The Q statistic was significant (Q = 185.68, p < .001). Moreover, the variance at the sampling, within-study, and between-study levels was 21.63%, 12.13%, and 66.24%, respectively, indicating that the exploration of potential moderators was necessary.

The final moderator analysis results can be seen in supplemental Table S3. No significant moderation effects of culture (either continuous or categorical), SES, offspring age, offspring age group, offspring gender, informant consistency, and informant of overparenting measure were found. No significant interaction effects were found between parental gender and offspring gender. These findings suggested that the relations between overparenting and internalizing symptoms might be largely equal across cultures, SES groups, the age of offspring, offspring gender, informant consistency, overparenting informants, and parent–offspring dyads. The moderation test of race was significant, and the association between overparenting and internalizing symptoms tended to be stronger among samples containing more minority offspring (b = .004, 95% CI [.002, 006]). Parental gender was also a significant moderator. It was found that the effect sizes for the associations between maternal overparenting and internalizing symptoms (k = 33, r = .17, 95% CI [.11, .23]), paternal overparenting and internalizing symptoms (k = 9, r = .14, 95% CI [.02, .25]), and parental overparenting and internalizing symptoms (k = 16, r = .23, 95% CI [.10, .35]) were all significant (p < .001). A follow-up comparison further suggested that the relationship for parental overparenting was significantly larger than that for paternal (t = −2.03, p = .047). However, no significant differences were found between the relationships for maternal overparenting and paternal overparenting, and between maternal overparenting and parental overparenting. Regarding publication status, no significant moderation effect was found, showing the effect sizes between overparenting and offspring internalizing symptoms may be equal for published and unpublished studies. The moderation effects of the study design and informant of internalizing symptoms measure cannot be tested in the current meta-analysis, because no study used a longitudinal study design, and no study had a parent reporter informant for internalizing symptoms.

Discussion

The results of the meta-analysis showed that although the effect size is relatively small, higher levels of overparenting are significantly associated with more offspring depression, anxiety, and internalizing symptoms. In particular, for depression and anxiety outcomes, the relations may be moderated by parental gender, race, and informants of overparenting and depression/anxiety measures. For internalizing outcomes, the associations may be moderated by parental gender and race. Although conclusions about causality between overparenting and offspring mental health problems are not possible from the data analyzed, these findings provide convincing evidence that overparenting behaviors may predict offspring psychological challenges, and offspring mental difficulties may also predict overparenting behaviors.

According to the meta-analysis, the relations between overparenting and depression and internalizing symptoms tend to be stronger when overparenting was measured for both parents (or not specific to a certain caregiver) than when overparenting was measured only for fathers. It might be expected that the effects of maternal and paternal overparenting on depression and internalizing symptoms are additive, as parents may have similar parenting behaviors due to assortative mating (Beck & González-Sancho, Reference Beck and González-Sancho2009). It is also possible that as mothers are generally more involved with offspring (Patock-Peckham & Morgan-Lopez, Reference Patock-Peckham and Morgan-Lopez2009), offspring may recall more maternal parenting behaviors when asked to recall parental overparenting. This possibility also helps explain that the relation between overparenting and anxiety tends to be stronger when overparenting was measured for mothers than when overparenting was measured for fathers, suggesting that maternal overparenting has a greater impact on offspring anxiety than paternal overparenting, which is consistent with previous results showing there were more negative effects of maternal than paternal overparenting (Schiffrin et al., Reference Schiffrin, Erchull, Sendrick, Yost, Power and Saldanha2019a). As fathers are often less involved in their offspring’s lives than mothers, paternal overparenting behaviors may be perceived as an expression of commitment and concern for their offspring (Lewis & Lamb, Reference Lewis and Lamb2003).

Although culture (individualism vs. collectivism) did not significantly moderate the relation between overparenting and offspring depression, anxiety, and internalizing symptoms, race was a significant moderator. This result is in line with a previous meta-analysis showing the associations of parenting styles with internalizing problems may vary between racial groups in Western countries (Pinquart & Kauser, Reference Pinquart and Kauser2018), suggesting that even in the same country, culture may still play a crucial role in shaping parenting strategies (Bornstein & Cheah, Reference Bornstein, Cheah, Rubin and Chung2006). In addition, the racial difference showed that compared to Caucasian offspring, the associations of overparenting and depression, anxiety, and internalizing symptoms were stronger for offspring identified as other races. First, it is important to acknowledge that offspring with internalizing symptoms may provoke more overparenting behaviors. Although overparenting parents may provide more assistance in seeking mental health treatment for their offspring, higher levels of stigma about mental illness among racial and ethnic minority groups may negatively affect mental health utilization (Alvidrez et al., Reference Alvidrez, Snowden and Kaiser2008; Turner et al., Reference Turner, Jensen-Doss and Heffer2015), leading to stronger relations between overparenting and offspring internalizing problems for racial minorities. Furthermore, research has found that large minority groups such as African and Asian Americans were high in collectivism compared to European Americans (Coon & Kemmelmeier, Reference Coon and Kemmelmeier2001). Given that a high degree of interdependence is more valued in collectivistic cultures than in individualistic cultures (Slote, Reference Slote1992), racial minority offspring with a history of mental health issues may elicit more overparenting behaviors in families with higher levels of collectivism. For example, offspring in racial minority families suffering from emotional problems may be more dependent on parental support, resulting in higher levels of parental involvement that could be considered overparenting. Instead of cultural influences, another possible explanation is that the disadvantaged position of racial minorities may exacerbate the negative effects of overparenting, which is consistent with previous findings that the effects of risk factors on offspring’s adjustment may be worsened by ineffective parenting (Ruberry et al., Reference Ruberry, Klein, Kiff, Thompson and Lengua2018). Indeed, greater exposure to risk factors such as relatively lower SES and experiencing more discrimination has been found among racial minority people (de Vroome & Hooghe, Reference de Vroome and Hooghe2015). Therefore, overparenting may be more detrimental for racial minority offspring who have already been disproportionately exposed to stressful life conditions than Caucasian offspring. In order to further explore the underlying mechanisms between overparenting and offspring outcomes, longitudinal designs with racially diverse samples are highly recommended for future studies.

The associations between overparenting and depression and anxiety were found to be moderated by methodological factors. Consistent with prior research (Burke et al., Reference Burke, Segrin and Farris2018; Segrin et al., Reference Segrin, Givertz, Swaitkowski and Montgomery2015), the associations were stronger when overparenting was based on the offspring report compared to the parent report. Moreover, it might seem counterintuitive that higher levels of overparenting might be associated with fewer depression and anxiety symptoms when offspring outcomes were merely based on the parent report. However, there might be discrepancies between the offspring’s and parents’ perception of offspring depression and anxiety. Another possible explanation is that because overparenting behaviors were driven by parental benevolent intentions (Segrin et al., Reference Segrin, Woszidlo, Givertz, Bauer and Taylor Murphy2012), parents tend to perceive their overparenting behaviors as beneficial to offspring development. Furthermore, these discrepancies in effect sizes between offspring report and parent report might not be due to potential common method bias, as no moderation effects of informant consistency were found, suggesting that even taking shared method variance into account, offspring report and parent report could have significantly different influences on the association between overparenting and offspring outcome. Collectively, the findings emphasize that measurements taken from offspring as well as parents could provide a multidirectional perspective (Kömürcü-Akik & Alsancak-Akbulut, Reference Kömürcü-Akik and Alsancak-Akbulut2021; Segrin et al., Reference Segrin, Woszidlo, Givertz, Bauer and Taylor Murphy2012) and suggest a need for more studies including both offspring and parent informants.

SES did not significantly influence the magnitude of the association between overparenting and offspring depression, suggesting that the influence of overparenting might be largely equal across different social strata. Nevertheless, it should be acknowledged that no studies included in the current meta-analysis had a low SES sample. The lack of low SES samples might limit the ability of meta-analysis to detect a significant moderating effect of SES. Additionally, the measure of SES utilized in the current meta-analysis was only based on income or parental educational attainment. Studies may include more factors to assess SES, such as occupational prestige, access to quality childcare, and household chaos (Duncan & Magnuson, Reference Duncan and Magnuson2012; Pan et al., Reference Pan, Yang, Li, Liu and Liu2018; Shaw & Shelleby, Reference Shaw and Shelleby2014). Collecting more information regarding SES may be necessary for future research. Overall, the direct effects or the moderating role of SES on associations between overparenting and depression, anxiety, and internalizing symptoms are still unclear.

Contrary to the hypothesis, the offspring’s age did not moderate the associations between overparenting and depression, anxiety, and internalizing symptoms. However, it is important to note that significantly more literature exists on emerging adulthood. Furthermore, no study in the current review has explored the relationship between overparenting and internalizing problems in childhood, although overparenting has been shown to be associated with negative outcomes for children. For instance, Schmidinger (Reference Schmidinger2020) found that children with parents engaging in overparenting had significantly more externalizing behaviors. Therefore, one possible explanation for not detecting age differences in associations between overparenting and internalizing problems is the restriction in the range of offspring age groups, given that no study included in the current paper had a sample of children and most study samples were skewed towards emerging adults. More importantly, parental perception of the offspring’s need for autonomy has been found to be negatively associated with overparenting behaviors (Jiao, Reference Jiao2018). Accordingly, parents may shift overparenting practices based on their perceptions of their offspring’s needs, which could be closely related to the offspring’s developmental stage (i.e., childhood, adolescence, and young adulthood). Hence, it remains to be determined whether overparenting may be linked to depression, anxiety, and internalizing symptoms differently in different offspring developmental stages.

Offspring gender was not found to significantly moderate associations between overparenting and offspring depression, anxiety, and internalizing symptoms, which aligns with the previous meta-analysis of Yap et al. (Reference Yap, Pilkington, Ryan and Jorm2014). Schiffrin et al. (Reference Schiffrin, Erchull, Sendrick, Yost, Power and Saldanha2019a) also found that male and female emerging adults did not differ in the level of overparenting they experienced. Altogether, the influence of overparenting is likely to be equivalent across offspring gender. Relatedly, offspring gender was not found to interact with parental gender, albeit evidence has suggested that overparenting might relate to better adjustment for young adults in the mother–son dyad than in other parent–offspring dyads (Rousseau & Scharf, Reference Rousseau and Scharf2015). However, it is important to note that the current study explored the role of offspring gender using the proportions of female offspring in the sample, as studies rarely had an offspring sample of the same gender or reported the associations between overparenting and offspring outcomes separately for distinct parent–offspring dyads. Using offspring gender as a categorical variable may bring greater power in meta-analysis to detect the moderating effects of offspring gender and interaction effects between parental and offspring gender.

The study design was expected to be a significant moderator, but the results reveal that the effect sizes are largely equal across cross-sectional and longitudinal designs. Importantly, for longitudinal studies, the current study not only considers the design that overparenting was measured first and offspring outcomes were measured later but also the design that offspring outcomes were measured first with overparenting measured later. The results indicate that overparenting may influence offspring depression and anxiety symptoms. However, it is equally possible that offspring depression and anxiety symptoms may elicit more overparenting behaviors (i.e., excessive assistance), which are consistent with previous results showing that emerging adult offspring’s mental distress could predict overparenting (Jiao, Reference Jiao2022). Overall, despite the current study not permitting conclusions about causality that could only be tested in experiments, the findings support that there might be a bidirectional relationship between overparenting and offspring depression and anxiety symptoms. Although based on SDT theory, offspring outcomes mainly result from parental effects (Schiffrin et al., Reference Schiffrin, Liss, Miles-McLean, Geary, Erchull and Tashner2014), offspring’s psychopathological difficulties could also result from the dynamic interplay between individual and environmental factors according to the developmental psychopathology framework (Cicchetti, Reference Cicchetti2016). For instance, anxiety symptoms in childhood may predict higher levels of overparenting in adolescence, which in turn may predict more anxiety in emerging adulthood. Nevertheless, caution should be used when interpreting moderation results for study design as very few studies utilized longitudinal design. More multi-wave longitudinal studies are needed to further support the dynamic interaction between overparenting behaviors and offspring mental health problems.

Limitations

The findings of this study should be interpreted in light of some limitations. First, the studies included in the current meta-analysis only focused on emerging adults and adolescents, and the results may not be generalized to young children. Second, studies rarely reported the associations separately for sons and daughters; therefore, the current meta-analysis could not test offspring gender as a categorical moderator. Third, within the studies included in the current meta-analyses, information regarding the racial composition of the sample was missed for some studies (33% not reported), and when reported, the studies were mostly conducted in North America. Therefore, the moderating effects of race may not be generalized to other countries. Fourth, no studies in the meta-analysis focused on low SES samples, and the conclusions cannot be generalized to low SES families. Additionally, most studies did not report the SES level of the sample, which may result in a less powerful analysis of the SES moderator. Fifth, although a number of moderators have been examined in the current study, the choice of potential moderators was limited. For example, emerging adults living at home with parents and having fewer siblings were found to experience higher levels of overparenting (Bradley-Geist & Olson-Buchanan, Reference Bradley-Geist and Olson-Buchanan2014). It also would be beneficial to consider whether the effects of such demographic moderators may vary among different age groups of offspring. Last but not least, some biases might affect the interpretation of the meta-analysis results. Although the current study included both published and unpublished articles to reduce publication bias, the funnel plot and significant Egger’s test indicate possible biases, suggesting that the estimated effect sizes might be larger than the true effect sizes. Moreover, unpublished studies were found to have a stronger relationship between overparenting and offspring anxiety than published studies, suggesting the quality of studies might potentially bias the findings. Additionally, the current meta-analysis may be susceptible to bias such as confirmation or hindsight bias, as the current study was not pre-registered before commencing the review. More comprehensive quality assessment (i.e., sampling and research procedures) and pre-registration are highly recommended for future meta-analysis to ensure valid estimates of the true effect.

Directions for future research

Even though overparenting has been shown to be associated with offspring depression, anxiety, and internalizing symptoms, there remain numerous opportunities for future research in this relatively nascent area. To begin, the research conducted in non-English-speaking countries mostly used translated versions of existing overparenting tools developed by Western researchers (e.g., Hong, Reference Hong2021; Lee & Kang, Reference Lee and Kang2018; Wang et al., Reference Wang, Lai, Yang, Yang and Guo2021). These existing measures mainly contingent on individualistic cultures may not detect the cultural differences between East and West. Such differences in conceptions and measures are important for future cross-cultural research. Using an indigenous measurement tool may be more applicable to the local communities and may enable a more precise estimation of relations between overparenting and offspring outcomes in different cultural backgrounds. Second, it is important to assess and report overparenting across different SES groups. Future studies are also recommended to adopt multiple factors (e.g., income, educational attainment, and self-perceived SES) to help assess SES levels (Tan et al., Reference Tan, Kraus, Carpenter and Adler2020). Third, the current exploration of interaction effects between parental and offspring gender was limited. In the future, it will be important to measure and report the associations between overparenting and offspring outcomes separately for distinct parent–offspring dyads. Fourth, in the current review, more than ten published questionnaire measures of overparenting have been identified. Howard et al., (2020) also have questioned that the oversupply of overparenting measures in this new field may give rise to the jingle fallacy, an erroneous assumption that two measures tap the same construct because they have the same names. Therefore, a consensus operational definition of overparenting measures and further examinations of measurement validity is needed.

Lastly, the degree of negative effects of overparenting on offspring’s well-being may depend on the offspring’s traits. For instance, offspring with a high need for autonomy may suffer more from overparenting. Recent research has shown that specific types of parenting likely interact with adolescents’ personality traits (Mabbe et al., Reference Mabbe, Soenens, Vansteenkiste and Van Leeuwen2016), indicating that offspring characteristics could be important moderators between overparenting and offspring outcomes. Notably, research has suggested that there might be interactive effects between genes and parenting on depression and anxiety (Chubar et al., Reference Chubar, Van Leeuwen, Bijttebier, Van Assche, Bosmans, Van den Noortgate, van Winkel, Goossens and Claes2020; Keijser et al., Reference Keijser, Åslund, Nilsson and Olofsdotter2021). Incorporating genetic methods in future studies is necessary to explore whether overparenting may play a more important role among a subgroup of offspring genetically vulnerable to depression, anxiety, and internalizing symptoms.

Clinical implications

Greater awareness of the association between overparenting and depression, anxiety, and internalizing symptoms may inform clinical practices. For instance, a previous meta-analysis found that child and adolescent depression psychotherapy effects were not significant at follow-up periods of one year or longer (Weisz et al., Reference Weisz, McCarty and Valeri2006). One possible reason is that overparenting behaviors may not be detected as negative parenting behaviors but are perceived as high levels of parental involvement, thus increasing or maintaining the offspring’s depression or anxiety symptoms in the long term. The results may also inform clinicians working with families that the discrepancies between offspring’s and parents’ perceptions of overparenting and internalizing mental disorders may impact treatment effects. Furthermore, mental health interventions for children, adolescents, or emerging adults may need to take both parent and offspring effects into consideration. Previous research also has found that parents high in overparenting tend to exhibit more accommodation behaviors (a type of overprotecting behavior to alleviate offspring’s distress) in offspring with mental health symptoms (Casillas et al., Reference Casillas, Elkins, Walther, Schanding and Short2021). As a result, there could be a transactional or bidirectional effect between overparenting and offspring depression/anxiety; overparenting may adversely affect the offspring’s well-being, but the offspring’s depression/anxiety symptoms may elicit more overparenting behaviors, thereby creating an interactive cycle. Future prevention and treatment of depression or anxiety for children, adolescents, or emerging adults are therefore suggested to include overparenting measures and consider possible maintaining or exacerbating effects of overparenting on offspring depression or anxiety symptoms.

Conclusion

The evidence of the meta-analysis has now provided a preliminary answer to the question, “Is overparenting related to offspring depression, anxiety, and internalizing symptoms?” (the effect sizes are small but significant). Moderation analyses demonstrated that parental gender, race, and report informants might affect the magnitude or even the direction of the associations. However, several limitations of the present study and gaps in the literature should be noted that may affect the findings in which the nonsignificant moderation effects may be partially due to limited data available for some variables. Future research is encouraged to explore more cultural, SES, gender, and individual differences in the associations via longitudinal designs. Overall, this study advances the understanding of overparenting and the role of overparenting in offspring depression, anxiety, and internalizing symptoms, providing important implications for clinical practices that overparenting could be a possible target for future psychological prevention and interventions for mental disorders.

Supplementary material

Supplementary material. The supplementary material for this article can be found at https://doi.org/10.1017/S095457942300055X

Acknowledgments

Funding Statement: This research received no specific grant from any funding agency, commercial, or not-for-profit sectors. The authors have no competing interests to declare that are relevant to the content of this article. The coding manual, data, analysis code, and other research materials will be shared upon request to the corresponding author. This study’s design and its analysis were not pre-registered. We thank Dr Robert Enright (University of Wisconsin-Madison) for his thoughtful comments on the manuscript.

Footnotes

1 For clarity, “offspring” refers to a person’s son or daughter of any age, including children, adolescents, and adults. Particularly, the term “child(ren)” would only be referred to the offspring in childhood, extending from ages 1–2 to 12–13 in the current study.

2 The age ranges of children, adolescents, and emerging adults were 6–12 years, 12.1–18 years, and 18.1–29 years in the current study.

3 Informant consistency was used to code whether the same informant reported overparenting and offspring outcomes.

References

Alvidrez, J., Snowden, L. R., & Kaiser, D. M. (2008). The experience of stigma among Black mental health consumers. Journal of Health Care for the Poor and Underserved, 19(3), 874893. https://doi.org/10.1353/hpu.0.0058 CrossRefGoogle Scholar
Balduzzi, S., Rücker, G., & Schwarzer, G. (2019). How to perform a meta-analysis with R: A practical tutorial. Evidence-Based Mental Health, 22(4), 153160. https://doi.org/10.1136/ebmental-2019-300117 CrossRefGoogle Scholar
Bandelow, B., & Michaelis, S. (2022). Epidemiology of anxiety disorders in the 21st century. Dialogues in Clinical Neuroscience, 17(3), 327335. https://doi.org/10.31887/DCNS.2015.17.3/bbandelow CrossRefGoogle Scholar
Beck, A., & González-Sancho, C. (2009). Educational assortative mating and children’s school readiness. Center for Research on Child Well-being Working Paper, 2009. https://fragilefamilies.princeton.edu/sites/g/files/toruqf2001/files/wp09-05-ff.pdf Google Scholar
Begg, C. B. (1994). Publication bias. The Handbook of Research Synthesis, 25, 299409.Google Scholar
Bell, R. Q. (1977). Socialization findings reexamined. In Bell, R. Q., & Harper, L. V. (Eds.), Child effects on adults (pp. 5384). Hillsdale, NJ: Erlbaum.Google Scholar
Bem, S. L. (1974). The measurement of psychological androgyny. Journal of Consulting and Clinical Psychology, 42(2), 155162. https://doi.org/10.1037/h0036215 CrossRefGoogle ScholarPubMed
Borenstien, M., Hedges, L., Higgins, J. P., & Rothstein, H. (2009). Introduction to meta-analysis. United Kingdon: West Sussex, John Wiley & Sons.CrossRefGoogle Scholar
Bornstein, M. H. (2012). Cultural approaches to parenting. Parenting, 12(2-3), 212221. https://doi.org/10.1080/15295192.2012.683359 CrossRefGoogle ScholarPubMed
Bornstein, M. H., & Cheah, C. S. L. (2006). The place of, culture and parenting, in the ecological contextual perspective on developmental science. In Rubin, K. H., & Chung, O. B. (Eds.), Parenting beliefs, behaviors, and parent-child relations: A cross-cultural perspective (pp. 333). Psychology Press.Google Scholar
Bradley-Geist, J. C., & Olson-Buchanan, J. B. (2014). Helicopter parents: An examination of the correlates of over-parenting of college students. Education + Training, 56(4), 314328. https://doi.org/10.1108/ET-10-2012-0096 CrossRefGoogle Scholar
Burke, T. J., Segrin, C., & Farris, K. L. (2018). Young adult and parent perceptions of facilitation: Associations with overparenting, family functioning, and student adjustment. Journal of Family Communication, 18(3), 233247. https://doi.org/10.1080/15267431.2018.1467913 CrossRefGoogle Scholar
Carone, N., Gartrell, N. K., Rothblum, E. D., Koh, A. S., & Bos, H. M. W. (2022). Helicopter parenting, emotional avoidant coping, mental health, and homophobic stigmatization among emerging adult offspring of lesbian parents. Journal of Family Psychology, 36(7), 12051215. https://doi.org/10.1037/fam0001020 CrossRefGoogle ScholarPubMed
Casillas, L. M., Elkins, S. R., Walther, C. A. P., Schanding, G. T., & Short, M. B. (2021). Helicopter parenting style and parental accommodations: The moderating role of internalizing and externalizing symptomatology. Family Journal, 29(2), 245255. https://doi.org/10.1177/1066480720961496 CrossRefGoogle Scholar
Chubar, V., Van Leeuwen, K., Bijttebier, P., Van Assche, E., Bosmans, G., Van den Noortgate, W., van Winkel, R., Goossens, L., & Claes, S. (2020). Gene-environment interaction: New insights into perceived parenting and social anxiety among adolescents. European Psychiatry, 63(1). https://doi.org/10.1192/j.eurpsy.2020.62 CrossRefGoogle ScholarPubMed
Cicchetti, D. (Ed.) (2016). Developmental psychopathology, maladaptation and psychopathology: Maladaptation and psychopathology. John Wiley & Sons, Incorporated.CrossRefGoogle Scholar
Cline, F. W., & Fay, J. (1990). Parenting with love and logic: Teaching children responsibility. Colorado Springs, CO: Pinon Press.Google Scholar
Cole, C. I. The relationship between helicopter parenting and the psychological well-being of emerging adults (Publication No. 28087695) [Master’s thesis, American University], 2020, ProQuest Dissertations Publishing Google Scholar
Cook, E. C. (2020). Understanding the associations between helicopter parenting and emerging adults’ adjustment. Journal of Child and Family Studies, 29(7), 18991913. https://doi.org/10.1007/s10826-020-01716-2 CrossRefGoogle Scholar
Coon, H. M., & Kemmelmeier, M. (2001). Cultural orientations in the United States: (Re)examining differences among ethnic groups. Journal of Cross-Cultural Psychology, 32(3), 348364. https://doi.org/10.1177/0022022101032003006 CrossRefGoogle Scholar
Creste, I. (2020). An exploration of overparenting and college student ability to manage the stress associated with college life (Publication. Antioch University]. ProQuest Dissertations Publishing.Google Scholar
Cui, M., Darling, C. A., Coccia, C., Fincham, F. D., & May, R. W. (2019). Indulgent parenting, helicopter parenting, and well-being of parents and emerging adults. Journal of Child and Family Studies, 28(3), 860871. https://doi.org/10.1007/s10826-018-01314-3 CrossRefGoogle Scholar
Cui, M., Hong, P., A Darling, C., & Janhonen-Abruquah, H. A cross-cultural perspective on the role of parents in university students mental health. Global Perspectives on University Students , 2019. http://hdl.handle.net/10138/314605 Google Scholar
Cui, M., Hong, P., & Jiao, C. (2022). Overparenting and emerging adult development: A systematic review. Emerging Adulthood, 10(5), 10761094. https://doi.org/10.1177/21676968221108828 CrossRefGoogle Scholar
Cui, M., Janhonen-Abruquah, H., Darling, C. A., Carlos Chavez, F. L., & Palojoki, P. (2019). Helicopter parenting and young adults’ well-being: A comparison between United States and Finland. Cross-Cultural Research, 53(4), 410427. https://doi.org/10.1177/1069397118802253 CrossRefGoogle Scholar
Darlow, V., Norvilitis, J. M., & Schuetze, P. (2017). The relationship between helicopter parenting and adjustment to college. Journal of Child and Family Studies, 26(8), 22912298. https://doi.org/10.1007/s10826-017-0751-3 CrossRefGoogle Scholar
de Roo, M., Veenstra, R., & Kretschmer, T. (2022). Internalizing and externalizing correlates of parental overprotection as measured by the EMBU: A systematic review and meta-analysis. Social Development, 31(4), 122. https://doi.org/10.1111/sode.12590 CrossRefGoogle ScholarPubMed
de Vroome, T., & Hooghe, M. (2015). Explaining the ethnic minority disadvantage in subjective well-being: A multilevel analysis of European countries. In A new research agenda for improvements in quality of life (pp. 87108). Cham: Springer.CrossRefGoogle Scholar
Duncan, G. J., & Magnuson, K. (2012). Socioeconomic status and cognitive functioning: Moving from correlation to causation. Wiley Interdisciplinary Reviews: Cognitive Science, 3(3), 377386. https://doi.org/10.1002/wcs.1176 Google ScholarPubMed
Dunn, E. C., Uddin, M., Subramanian, S. V., Smoller, J. W., Galea, S., & Koenen, K. C. (2011). Research Review: Gene-environment interaction research in youth depression - A systematic review with recommendations for future research. Journal of Child Psychology and Psychiatry and Allied Disciplines, 52(12), 12231238. https://doi.org/10.1111/j.1469-7610.2011.02466.x CrossRefGoogle ScholarPubMed
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315(7109), 629634. https://doi.org/10.1136/bmj.315.7109.629 CrossRefGoogle ScholarPubMed
Etkin, R. G., Bowker, J. C., & Simms, L. J. (2022). Friend overprotection in emerging adulthood: Associations with autonomy support and psychosocial adjustment. The Journal of Genetic Psychology, 183(2), 107121. https://doi.org/10.1080/00221325.2021.2012640 CrossRefGoogle ScholarPubMed
Fingerman, K. L., Cheng, Y., Wesselmann, E. D., Zarit, S., Furstenberg, F., & Birditt, K. S. (2012). Helicopter parents and landing pad kids: Intense parental support of grown children. Journal of Marriage and Family, 74(4), 880896. https://doi.org/10.1111/j.1741-3737.2012.00987.x CrossRefGoogle ScholarPubMed
Flower, A. T. The effects of helicopter parenting in emerging adulthood: An investigation of the roles of involvement and perceived intrusiveness, 2021, [Honors thesis, University of Dayton]. https://ecommons.udayton.edu/uhp_theses/315 Google Scholar
Franić, S., Middeldorp, C. M., Dolan, C. V., Ligthart, L., & Boomsma, D. I. (2010). Childhood and adolescent anxiety and depression: Beyond heritability. Journal of the American Academy of Child & Adolescent Psychiatry, 49(8), 820829. https://doi.org/10.1016/j.jaac.2010.05.013 CrossRefGoogle ScholarPubMed
Gagnon, R. J., & Garst, B. A. (2019). Examining overparenting and child gender in adolescence. Journal of Child and Family Studies, 28(10), 28762890. https://doi.org/10.1007/s10826-019-01467-9 CrossRefGoogle Scholar
Ganaprakasam, C., Davaidass, K. S., & Muniandy, S. C. (2018). Helicopter parenting and psychological consequences among adolescent. International Journal of Scientific and Research Publications, 8(6), 378382. https://doi.org/10.29322/IJSRP.8.6.2018.p7849 CrossRefGoogle Scholar
Garner, T. The relation of helicopter parenting to depressive symptomatology in emerging adults, 2017, (Publication No. 10275303) [Master’s thesis, University of South Alabama]. ProQuest Dissertations Publishing Google Scholar
Garst, B. A., & Gagnon, R. J. (2015). Exploring overparenting within the context of youth development programs. Journal of Youth Development, 10(1), 518. https://doi.org/10.5195/jyd.2015.416 CrossRefGoogle Scholar
Greene, N. R., Jewell, D. E., Fuentes, J. D., & Smith, C. V. (2019). Basic need satisfaction in the parental relationship offsets millennials’ worries about the transition to college. The Journal of Social Psychology, 159(2), 125137. https://doi.org/10.1080/00224545.2019.1570905 CrossRefGoogle ScholarPubMed
Hofstede, G. (2011). Dimensionalizing cultures: The Hofstede model in context. Online Readings in Psychology and Culture, 2(1), 9192307. http://scholarworks.gvsu.edu/orpc/vol2/iss1/8 CrossRefGoogle Scholar
Hohn, R. E., Slaney, K. L., & Tafreshi, D. (2019). Primary study quality in psychological meta-analyses: An empirical assessment of recent practice. Frontiers in Psychology, 9, 2667. https://doi.org/10.3389/fpsyg.2018.02667 CrossRefGoogle ScholarPubMed
Hong, P. (2021). A cross-cultural perspective on overparenting and emerging adults (Publication No. 28318617) [Doctoral dissertation, Florida State University]. ProQuest Dissertations Publishing.Google Scholar
Hong, P., & Cui, M. (2020). Helicopter parenting and college students’ psychological maladjustment: The role of self-control and living arrangement. Journal of Child and Family Studies, 29(2), 338347. https://doi.org/10.1007/s10826-019-01541-2 CrossRefGoogle Scholar
Hou, Y., Benner, A. D., Kim, S. Y., Chen, S., Spitz, S., Shi, Y., & Beretvas, T. (2020). Discordance in parents’ and adolescents’ reports of parenting: A meta-analysis and qualitative review. American Psychologist, 75(3), 329348. https://doi.org/10.1037/amp0000463 CrossRefGoogle ScholarPubMed
Howard, A. L., Alexander, S. M., & Dunn, L. C. (2022). Helicopter parenting is unrelated to student success and well-being: A latent profile analysis of perceived parenting and academic motivation during the transition to university. Emerging Adulthood, 10(1), 197211. https://doi.org/10.1177/2167696820901626 CrossRefGoogle Scholar
Hunter, J. E., & Schmidt, F. L. (2004). Methods of meta-analysis: Correcting error and bias in research findings. Sage.CrossRefGoogle Scholar
Jiao, J. The co-construction of overparenting: Emerging adult children’s need for autonomy and communication competence, 2018, (Publication No. 10981270) [Master’s thesis, University of Arizona]. ProQuest Dissertations Publishing Google Scholar
Jiao, J. I came through you and belong not to you: Overparenting, attachment, autonomy, and mental health at emerging adulthood, 2022, (Publication No. 29168105) [Doctoral dissertation, University of Arizona]. ProQuest Dissertations Publishing Google Scholar
Jiao, J., & Segrin, C. (2021). Parent-emerging-adult-child attachment and overparenting. Family Relations, 70(3), 859865. https://doi.org/10.1111/fare.12473 CrossRefGoogle Scholar
Karunaharan, S., Ganaprakasam, C., & Selvarajah, T. Does Hovering Matter? The Effect of Helicopter Parenting on Adolescents’ Suicidal Ideation. In: International Conference on Psychological Studies (ICPSYCHE 2020), Atlantis Press, 2021, 209216.CrossRefGoogle Scholar
Keijser, R., Åslund, C., Nilsson, K. W., & Olofsdotter, S. (2021). Gene-environment interaction: Oxytocin receptor (OXTR) polymorphisms and parenting style as potential predictors for depressive symptoms. Psychiatry Research, 303, 114057. https://doi.org/10.1016/j.psychres.2021.114057 CrossRefGoogle ScholarPubMed
Kenny, M. E. (1987). The extent and function of parental attachment among first-year college students. Journal of Youth and Adolescence, 16(1), 1729. https://doi.org/10.1007/BF02141544 CrossRefGoogle ScholarPubMed
Kins, E., Soenens, B., & Beyers, W. (2013). Separation anxiety in families with emerging adults. Journal of Family Psychology, 27(3), 495505. https://doi.org/10.1037/a0032869 CrossRefGoogle ScholarPubMed
Klein, M. B., & Pierce, J. D. (2009). Parental care aids, but parental overprotection hinders, college adjustment. Journal of College Student Retention: Research, Theory & Practice, 11(2), 167181. https://doi.org/10.2190/CS.11.2.a CrossRefGoogle Scholar
Kömürcü-Akik, B., & Alsancak-Akbulut, C. (2021). Assessing the psychometric properties of mother and father forms of the helicopter parenting behaviors questionnaire in a Turkish sample. Current Psychology, 42(4), 29802992. https://doi.org/10.1007/s12144-021-01652-4.CrossRefGoogle Scholar
Kouros, C. D., Pruitt, M. M., Ekas, N. V., Kiriaki, R., & Sunderland, M. (2017). Helicopter parenting, autonomy support, and college students’ mental health and well-being: The moderating role of sex and ethnicity. Journal of Child and Family Studies, 26(3), 939949. https://doi.org/10.1007/s10826-016-0614-3 CrossRefGoogle ScholarPubMed
Lanz, M., Scabini, E., Vermulst, A. A., & Gerris, J. R. M. (2001). Congruence on child rearing in families with early adolescent and middle adolescent children. International Journal of Behavioral Development, 25(2), 133139. https://doi.org/10.1080/01650250042000104 CrossRefGoogle Scholar
Lee, J., & Kang, S. (2018). Perceived helicopter parenting and Korean emerging adults’ psychological adjustment: The mediational role of parent-child affection and pressure from parental career expectations. Journal of Child and Family Studies, 27(11), 36723686. https://doi.org/10.1007/s10826-018-1193-2 CrossRefGoogle ScholarPubMed
LeMoyne, T., & Buchanan, T. (2011). Does, hovering, matter? Helicopter parenting and its effect on well-being. Sociological Spectrum, 31(4), 399418. https://doi.org/10.1080/02732173.2011.574038 CrossRefGoogle Scholar
Lemstra, M., Neudorf, C., D’Arcy, C., Kunst, A., Warren, L. M., & Bennett, N. R. (2008). A systematic review of depressed mood and anxiety by SES in youth aged 10-15 years. Canadian Journal of Public Health, 99(2), 125129. https://doi.org/10.1007/BF03405459 CrossRefGoogle ScholarPubMed
Leung, J. T. Y. (2020). Too much of a good thing: Perceived overparenting and wellbeing of Chinese adolescents in Hong Kong. Child Indicators Research, 13(5), 17911809. https://doi.org/10.1007/s12187-020-09720-0 CrossRefGoogle Scholar
Leung, J. T. Y. (2021). Overparenting, parent-child conflict and anxiety among Chinese adolescents: A cross-lagged panel study. International Journal of Environmental Research and Public Health, 18(22), 11887. https://doi.org/10.3390/ijerph182211887 CrossRefGoogle ScholarPubMed
Leung, J. T. Y., & Shek, D. T. L. (2018). Validation of the perceived Chinese overparenting scale in emerging adults in Hong Kong. Journal of Child and Family Studies, 27(1), 103117. https://doi.org/10.1007/s10826-017-0880-8 CrossRefGoogle Scholar
Lewis, C., & Lamb, M. E. (2003). Fathers’ influences on children’s development: The evidence from two-parent families. European Journal of Psychology of Education, 18(2), 211228. https://doi.org/10.1007/BF03173485 CrossRefGoogle Scholar
Li, J. Bin, Willems, Y. E., Stok, F. M., Deković, M., Bartels, M., & Finkenauer, C. (2019). Parenting and self-control across early to late adolescence: A three-level meta-analysis. Perspectives on Psychological Science, 14(6), 9671005. https://doi.org/10.1177/1745691619863046 CrossRefGoogle ScholarPubMed
Lim, G. Y., Tam, W. W., Lu, Y., Ho, C. S., Zhang, M. W., & Ho, R. C. (2018). Prevalence of depression in the community from 30 countries between 1994 and 2014. Scientific Reports, 8(1), 110. https://doi.org/10.1038/s41598-018-21243-x CrossRefGoogle ScholarPubMed
Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. SAGE Publications, Inc.Google ScholarPubMed
Liu, M., Lambert, C. E., & Lambert, V. A. (2007). Caregiver burden and coping patterns of Chinese parents of a child with a mental illness. International Journal of Mental Health Nursing, 16(2), 8695. https://doi.org/10.1111/j.1447-0349.2007.00451.x CrossRefGoogle ScholarPubMed
Locke, J. Y., Kavanagh, D. J., & Campbell, M. A. (2016). Overparenting and homework: The student’s task, but everyone’s responsibility. Journal of Psychologists and Counsellors in Schools, 26(1), 115. https://doi.org/10.1017/jgc.2015.29 CrossRefGoogle Scholar
Love, H. (2016). A new approach to measuring helicopter parenting: The multidimensional helicopter parenting scale (Publication No. 10165831) [Master’s thesis, Illinois State University]. ProQuest Dissertations & Theses Global.Google Scholar
Love, H., May, R. W., Cui, M., & Fincham, F. D. (2020). Helicopter parenting, self-control, and school burnout among emerging adults. Journal of Child and Family Studies, 29(2), 327337. https://doi.org/10.1007/s10826-019-01560-z CrossRefGoogle Scholar
Love, H. N. (2020). Overparenting: Measurement, profiles, and associations with emerging adults (Publication No. 27740148) [Doctoral dissertation, Florida State University]. ProQuest Dissertations Publishing.Google Scholar
Luebbe, A. M., Mancini, K. J., Kiel, E. J., Spangler, B. R., Semlak, J. L., & Fussner, L. M. (2018). Dimensionality of helicopter parenting and relations to emotional, decision-making, and academic functioning in emerging adults. Assessment, 25(7), 841857. https://doi.org/10.1177/1073191116665907 CrossRefGoogle ScholarPubMed
Luster, S. S. (2015). Social withdrawal and internalizing problems in emerging adulthood: Does parenting matter? (Publication No. 3714917) [Doctoral dissertation, Brigham Young University]. ProQuest Dissertations Publishing.Google Scholar
Mabbe, E., Soenens, B., Vansteenkiste, M., & Van Leeuwen, K. (2016). Do personality traits moderate relations between psychologically controlling parenting and problem behavior in adolescents? Journal of Personality, 84(3), 381392. https://doi.org/10.1111/jopy.12166 CrossRefGoogle ScholarPubMed
McLeod, B. D., Weisz, J. R., & Wood, J. J. (2007). Examining the association between parenting and childhood depression: A meta-analysis. Clinical Psychology Review, 27(8), 9861003. https://doi.org/10.1016/j.cpr.2007.03.001 CrossRefGoogle ScholarPubMed
Moilanen, K. L., & Lynn Manuel, M. (2019). Helicopter parenting and adjustment outcomes in young adulthood: A consideration of the mediating roles of mastery and self-regulation. Journal of Child and Family Studies, 28(8), 21452158. https://doi.org/10.1007/s10826-019-01433-5 CrossRefGoogle Scholar
Mousavi, S. E., Low, W. Y., & Hashim, A. H. (2016). Perceived parenting styles and cultural influences in adolescent’s anxiety: A cross-cultural comparison. Journal of Child and Family Studies, 25(7), 21022110. https://doi.org/10.1007/s10826-016-0393-x CrossRefGoogle Scholar
Nelson, L. J., Padilla-Walker, L. M., Christensen, K. J., Evans, C. A., & Carroll, J. S. (2011). Parenting in emerging adulthood: An examination of parenting clusters and correlates. Journal of Youth and Adolescence, 40(6), 730743. https://doi.org/10.1007/s10964-010-9584-8 CrossRefGoogle ScholarPubMed
Nelson, L. J., Padilla-Walker, L. M., & McLean, R. D. (2021). Longitudinal predictors of helicopter parenting in emerging adulthood. Emerging Adulthood, 9(3), 240251. https://doi.org/10.1177/2167696820931980 CrossRefGoogle Scholar
Odenweller, K. G., Booth-Butterfield, M., & Weber, K. (2014). Investigating helicopter parenting, family environments, and relational outcomes for millennials. Communication Studies, 65(4), 407425. https://doi.org/10.1080/10510974.2013.811434 CrossRefGoogle Scholar
Okray, Z. (2016). Helicopter parenting and related issues: Psychological well being, basic psychological needs and depression on university students. Current Research in Education, 2(3), 165173.Google Scholar
Padilla-Walker, L. M., & Nelson, L. J. (2012). Black hawk down?: Establishing helicopter parenting as a distinct construct from other forms of parental control during emerging adulthood. Journal of Adolescence, 35(5), 11771190. https://doi.org/10.1016/j.adolescence.2012.03.007 CrossRefGoogle ScholarPubMed
Padilla-Walker, L. M., Son, D., & Nelson, L. J. (2021). Profiles of helicopter parenting, parental warmth, and psychological control during emerging adulthood. Emerging Adulthood, 9(2), 132144. https://doi.org/10.1177/2167696818823626 CrossRefGoogle Scholar
Paez, A. (2017). Gray literature: An important resource in systematic reviews. Journal of Evidence-Based Medicine, 10(3), 233240. https://doi.org/10.1111/jebm.12266 CrossRefGoogle ScholarPubMed
Pan, Y., Yang, Q., Li, Y., Liu, L., & Liu, S. (2018). Effects of family socioeconomic status on home math activities in urban China: The role of parental beliefs. Children and Youth Services Review, 93, 6068. https://doi.org/10.1016/j.childyouth.2018.07.006 CrossRefGoogle Scholar
Parker, G., Tupling, H., & Brown, L. B. (1979). A parental bonding instrument. British Journal of Medical Psychology, 52(1), 110. https://doi.org/10.1111/j.2044-8341.1979.tb02487.x CrossRefGoogle Scholar
Patock-Peckham, J. A., & Morgan-Lopez, A. A. (2009). The gender specific mediational pathways between parenting styles, neuroticism, pathological reasons for drinking, and alcohol-related problems in emerging adulthood. Addictive Behaviors, 34(3), 312315. https://doi.org/10.1016/j.addbeh.2008.10.017 CrossRefGoogle ScholarPubMed
Pautler, L. R. (2017). Helicopter parenting of college students [Master’s thesis, Eastern Illinois University]. Available at https://thekeep.eiu.edu/theses/2749 Google Scholar
Perez, C. M., Nicholson, B. C., Dahlen, E. R., & Leuty, M. E. (2020). Overparenting and emerging adults’ mental health: The mediating role of emotional distress tolerance. Journal of Child and Family Studies, 29(2), 374381. https://doi.org/10.1007/s10826-019-01603-5 CrossRefGoogle Scholar
Perris, C., Jacobsson, L., Lindström, H., von Knorring, L., & Perris, H. (1980). Development of a new inventory assessing memories of parental rearing behaviour. Acta Psychiatrica Scandinavica, 61(4), 265274. https://doi.org/10.1111/j.1600-0447.1980.tb00581.x CrossRefGoogle ScholarPubMed
Peterson, R. A., & Brown, S. P. (2005). On the use of beta coefficients in meta-analysis. Journal of Applied Psychology, 90(1), 175181. https://doi.org/10.1037/0021-9010.90.1.175 CrossRefGoogle ScholarPubMed
Pinquart, M. (2017). Associations of parenting dimensions and styles with internalizing symptoms in children and adolescents: A meta-analysis. Marriage and Family Review, 53(7), 613640. https://doi.org/10.1080/01494929.2016.1247761 CrossRefGoogle Scholar
Pinquart, M., & Kauser, R. (2018). Do the associations of parenting styles with behavior problems and academic achievement vary by culture? Results from a meta-analysis. Cultural Diversity and Ethnic Minority Psychology, 24(1), 75100.CrossRefGoogle ScholarPubMed
Ratcliff, M. A. Validation of helicopter parenting: An examination of measures and psychological outcomes, 2020, (Publication No. 28026212) [Doctoral dissertation, University of La Verne]. ProQuest Dissertations Publishing Google Scholar
Reed, K., Duncan, J. M., Lucier-Greer, M., Fixelle, C., & Ferraro, A. J. (2016). Helicopter parenting and emerging adult self-efficacy: Implications for mental and physical health. Journal of Child and Family Studies, 25(10), 31363149. https://doi.org/10.1007/s10826-016-0466-x CrossRefGoogle Scholar
Reilly, S., & Semkovska, M. (2018). An examination of the mediatory role of resilience in the relationship between helicopter parenting and severity of depressive symptoms in Irish university students. Adolescent Psychiatry, 8(1), 3247. https://doi.org/10.2174/2210676608666180508130224 CrossRefGoogle Scholar
Repetti, R. L., Taylor, S. E., & Seeman, T. E. (2002). Risky families: Family social environments and the mental and physical health of offspring. Psychological Bulletin, 128(2), 330366. https://doi.org/10.1037/0033-2909.128.2.330 CrossRefGoogle ScholarPubMed
Romm, K. F., Barry, C. M., & Alvis, L. M. (2020). How the rich get riskier: Parenting and higher-SES emerging adults’ risk behaviors. Journal of Adult Development, 27(4), 281293. https://doi.org/10.1007/s10804-020-09345-1 CrossRefGoogle Scholar
Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638641. https://doi.org/10.1037/0033-2909.86.3.638 CrossRefGoogle Scholar
Rote, W. M., Olmo, M., Feliscar, L., Jambon, M. M., Ball, C. L., & Smetana, J. G. (2020). Helicopter parenting and perceived overcontrol by emerging adults: A family-level profile analysis. Journal of Child and Family Studies, 29(11), 31533168. https://doi.org/10.1007/s10826-020-01824-z CrossRefGoogle Scholar
Rousseau, S., & Scharf, M. (2015). “I will guide you” The indirect link between overparenting and young adults’ adjustment. Psychiatry Research, 228(3), 826834. https://doi.org/10.1016/j.psychres.2015.05.016 CrossRefGoogle ScholarPubMed
Ruberry, E. J., Klein, M. R., Kiff, C. J., Thompson, S. F., & Lengua, L. J. (2018). Parenting as a moderator of the effects of cumulative risk on children’s social-emotional adjustment and academic readiness. Infant and Child Development, 27(3), e2071. https://doi.org/10.1002/icd.2071 CrossRefGoogle ScholarPubMed
Ruble, D. N., Martin, C. L., & Berenbaum, S. A. (2006). Gender development. In Eisenberg, N., Damon, W., & Lerner, R. M. (Eds.), Handbook of child psychology: Social, emotional, and personality development (pp. 858932). John Wiley & Sons, Inc.Google Scholar
Russell, A., & Saebel, J. (1997). Mother-son, mother-daughter, father-son, and father-daughter: Are they distinct relationships? Developmental Review, 17(2), 111147. https://doi.org/10.1006/drev.1996.0431 CrossRefGoogle Scholar
Ryan, R. M., & Deci, E. L. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 6878. https://doi.org/10.1037/0003-066X.55.1.68 CrossRefGoogle ScholarPubMed
Scharf, M., Rousseau, S., & Bsoul, S. (2017). Overparenting and young adults’ interpersonal sensitivity: Cultural and parental gender-related diversity. Journal of Child and Family Studies, 26(5), 13561364. https://doi.org/10.1007/s10826-016-0652-x CrossRefGoogle Scholar
Schiffrin, H. H., Erchull, M. J., Sendrick, E., Yost, J. C., Power, V., & Saldanha, E. R. (2019a). The effects of maternal and paternal helicopter parenting on the self-determination and well-being of emerging adults. Journal of Child and Family Studies, 28(12), 33463359. https://doi.org/10.1007/s10826-019-01513-6 CrossRefGoogle Scholar
Schiffrin, H. H., Liss, M., Miles-McLean, H., Geary, K. A., Erchull, M. J., & Tashner, T. (2014). Helping or hovering? The effects of helicopter parenting on college students’ well-being. Journal of Child and Family Studies, 23(3), 548557. https://doi.org/10.1007/s10826-013-9716-3 CrossRefGoogle Scholar
Schiffrin, H. H., Yost, J. C., Power, V., Saldanha, E. R., & Sendrick, E. (2019b). Examining the relationship between helicopter parenting and emerging adults’ mindsets using the consolidated helicopter parenting scale. Journal of Child and Family Studies, 28(5), 12071219. https://doi.org/10.1007/s10826-019-01360-5 CrossRefGoogle Scholar
Schmidinger, N. Overparenting and its association with externalizing problems in young children , 2020, (Publication No. 28087518) [Doctoral dissertation, Alfred University]. ProQuest Dissertations & Theses Global Google Scholar
Segrin, C., Givertz, M., Swaitkowski, P., & Montgomery, N. (2015). Overparenting is associated with child problems and a critical family environment. Journal of Child and Family Studies, 24(2), 470479. https://doi.org/10.1007/s10826-013-9858-3 CrossRefGoogle Scholar
Segrin, C., Jiao, J., & Wang, J. (2022). Indirect effects of overparenting and family communication patterns on mental health of emerging adults in China and the United States. Journal of Adult Development, 29(3), 205217. https://doi.org/10.1007/s10804-022-09397-5 CrossRefGoogle Scholar
Segrin, C., Woszidlo, A., Givertz, M., Bauer, A., & Taylor Murphy, M. (2012). The association between overparenting, parent-child communication, and entitlement and adaptive traits in adult children. Family Relations, 61(2), 237252. https://doi.org/10.1111/j.1741-3729.2011.00689.x CrossRefGoogle Scholar
Segrin, C., Woszidlo, A., Givertz, M., & Montgomery, N. (2013). Parent and child traits associated with overparenting. Journal of Social and Clinical Psychology, 32(6), 569595. https://doi.org/10.1521/jscp.2013.32.6.569 CrossRefGoogle Scholar
Shaw, D. S., & Shelleby, E. C. (2014). Early-starting conduct problems: Intersection of conduct problems and poverty. Annual Review of Clinical Psychology, 10(1), 503528. https://doi.org/10.1146%2Fannurev-clinpsy-032813-153650 CrossRefGoogle ScholarPubMed
Sheldon, K. M., & Niemiec, C. P. (2006). It’s not just the amount that counts: Balanced need satisfaction also affects well-being. Journal of Personality and Social Psychology, 91(2), 331341. https://doi.org/10.1037/0022-3514.91.2.331 CrossRefGoogle Scholar
Sherman, A. K. (2015). Overprotective and overcontrolling parenting of emerging adult survivors of childhood cancer: Links to coping styles, anxiety, and depression (Publication No. 10015209) [Doctoral dissertation, University of Toronto]. ProQuest Dissertations Publishing.Google Scholar
Shoup, R., Gonyea, R. M., & Kuh, G. D. (2009). Helicopter parents: Examining the impact of highly involved parents on student engagement and educational outcomes. In 49th Annual Forum of the Association for Institutional Research, Atlanta, Georgia. Retrieved from http://cpr. iub. edu/uploads/AIR (Vol. 202009).Google Scholar
Slote, W. H. (1992). Oedipal ties and the issue of separation-individuation in traditional Confucian societies. Journal of the American Academy of Psychoanalysis, 20(3), 435453. https://doi.org/10.1521/jaap.1.1992.20.3.435 CrossRefGoogle ScholarPubMed
Tan, J. J. X., Kraus, M. W., Carpenter, N. C., & Adler, N. E. (2020). The association between objective and subjective socioeconomic status and subjective well-being: A meta-analytic review. Psychological Bulletin, 146(11), 9701020. https://doi.org/10.1037/bul0000258 CrossRefGoogle ScholarPubMed
Trbovich, A. M., Preszler, J., Emami, K., Cohen, P., Eagle, S., Collins, M. W., & Kontos, A. P. (2021). Is overparenting associated with adolescent/young adult emotional functioning and clinical outcomes following concussion? Child Psychiatry & Human Development, 53(6), 12311239. https://doi.org/10.1007/s10578-021-01204-8 CrossRefGoogle ScholarPubMed
Turner, E. A., Jensen-Doss, A., & Heffer, R. W. (2015). Ethnicity as a moderator of how parents’ attitudes and perceived stigma influence intentions to seek child mental health services. Cultural Diversity and Ethnic Minority Psychology, 21(4), 613618. https://doi.org/10.1037/cdp0000047 CrossRefGoogle ScholarPubMed
Turner, L. A., Faulk, R. D., & Garner, T. (2020). Helicopter parenting, authenticity, and depressive symptoms: A mediation model. The Journal of Genetic Psychology: Research and Theory on Human Development, 181(6), 500505. https://doi.org/10.1080/00221325.2020.1775170 CrossRefGoogle ScholarPubMed
Ulutas, I., & Aksoy, A. B. The impact of helicopter parenting on the social connectedness and anxiety level of university students. In: International Academic Conference on Social Sciences and Humanities, 2014 Google Scholar
Van den Noortgate, W., López-López, J. A., Marín-Martínez, F., & Sánchez-Meca, J. (2013). Three-level meta-analysis of dependent effect sizes. Behavior Research Methods, 45(2), 576594. https://doi.org/10.3758/s13428-012-0261-6 CrossRefGoogle ScholarPubMed
Vasquez, A. C., Patall, E. A., Fong, C. J., Corrigan, A. S., & Pine, L. (2016). Parent autonomy support, academic achievement, and psychosocial functioning: A meta-analysis of research. Educational Psychology Review, 28(3), 605644. https://doi.org/10.1007/s10648-015-9329-z CrossRefGoogle Scholar
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 148. https://doi.org/10.18637/jss.v036.i03 CrossRefGoogle Scholar
Vigdal, J. S., & Brønnick, K. K. (2022). A systematic review of helicopter parentingand its relationship with anxiety and depression. Frontiers in Psychology, 13, 872981. https://doi.org/10.3389/fpsyg.2022.872981 CrossRefGoogle Scholar
Wang, J., Lai, R., Yang, A., Yang, M., & Guo, Y. (2021). Helicopter parenting and depressive level among non-clinical Chinese college students: A moderated mediation model. Journal of Affective Disorders, 295(August), 522529. https://doi.org/10.1016/j.jad.2021.08.078 CrossRefGoogle Scholar
Weisz, J. R., McCarty, C. A., & Valeri, S. M. (2006). Effects of psychotherapy for depression in children and adolescents: A meta-analysis. Psychological Bulletin, 132(1), 132149. https://doi.org/10.1037/0033-2909.132.1.132 CrossRefGoogle ScholarPubMed
Weitkamp, K., & Seiffge-Krenke, I. (2019). The association between parental rearing dimensions and adolescent psychopathology: A cross-cultural study. Journal of Youth and Adolescence, 48(3), 469483. https://doi.org/10.1007/s10964-018-0928-0 CrossRefGoogle ScholarPubMed
Wenze, S. J., Pohoryles, A. B., & DeCicco, J. M. (2019). Helicopter parenting and emotion regulation in US college students. Psi Chi Journal of Psychological Research, 24(4), 274283. https://doi.org/10.24839/2325-7342.JN24.4.274 CrossRefGoogle Scholar
Yap, M. B. H., & Jorm, A. F. (2015). Parental factors associated with childhood anxiety, depression, and internalizing problems: A systematic review and meta-analysis. Journal of Affective Disorders, 175, 424440. https://doi.org/10.1016/j.jad.2015.01.050 CrossRefGoogle ScholarPubMed
Yap, M. B. H., Pilkington, P. D., Ryan, S. M., & Jorm, A. F. (2014). Parental factors associated with depression and anxiety in young people: A systematic review and meta-analysis. Journal of Affective Disorders, 156, 823. https://doi.org/10.1016/j.jad.2013.11.007 CrossRefGoogle ScholarPubMed
Yılmaz, H. (2019). İyi ebeveyn, çocuğu için her zaman her şeyi yapan ebeveyn değildir: Algılanan Helikopter Ebeveyn Tutum Ölçeği (AHETÖ) geliştirme çalışması. Erken Çocukluk Çalışmaları Dergisi, 3(1), 331. https://doi.org/10.24130/eccd-jecs.1967201931114 CrossRefGoogle Scholar
Zahn-Waxler, C., Klimes-Dougan, B., & Slattery, M. J. (2000). Internalizing problems of childhood and adolescence: Prospects, pitfalls, and progress in understanding the development of anxiety and depression. Development and Psychopathology, 12(3), 443466. https://doi.org/10.1017/S0954579400003102 CrossRefGoogle ScholarPubMed
Zeynep, S. E. T. (2020). The mediating role of inflated sense of self and impulsivity in the relationship between helicopter parenting and psychological symptoms. Archives of Neuropsychiatry, 57(4), 318324. https://doi.org/10.29399%2Fnpa.24942 Google Scholar
Zienty, L., & Nordling, D.Fathers are helping, mothers are hovering: Differenttial effects of helicopter parenting in college first-year students 2018. [Poster presentation].Google Scholar
Figure 0

Figure 1. Preferred reporting items for systematic reviews and meta-analyses (PRISMA) flowchart showing the process of study selection for inclusion in the meta-analysis.

Figure 1

Table 1. Demographic characteristics of studies identified in the review

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