Abstract
Background:
The challenge of substance use among youth continues to be a highly concerning public health issue across the globe. The notion that parenting lifestyles and family-based intervention can help in the prevention of adolescent substance use have received robust attention from policy makers, researchers’ clinicians and general public, nonetheless, there is scarcity of high quality evidence to support these concepts.
Objective:
To review available literature which assessed the effects of parenting styles and family-based interventions on the prevention of adolescent substance use.
Methods:
A scoping review of literature to identify studies published in English between 2012 and 2022 was conducted searching Scopus, MEDLINE, PsychInfo, and CINAHL databases focused on effects of parenting styles and family-based interventions in the prevention of adolescent substance use.
Keywords of family-based intervention strategies and possible outcomes of parenting styles on youth substance use were coded from the results, discussion, or conclusion. Strategies were inductively categorized into themes according to the focus of the strategy.
Results:
A total of 47 studies, published between 2012 and 2022 in English language included. Narrative synthesis illustrated that parental involvement, restriction of mature-rated content, parental monitoring, authoritative parenting styles, and parental support and knowledge can help in the prevention of adolescent substance use. On the contrary, poor parent-child bonding, overprotection, permissive parenting, parental frustrations, authoritarian and harsh parenting styles promoted adolescent substance use disorders. Proximal risk factors like peer influence, previous use of other substances, and risky behaviours had more effect than just parenting styles. Culturally tailored family-based intervention strategies such as “Preventive Parenting”, “Parent Training”, and “Parent Involvement”, with focus on “Technology Assisted Intervention”, particularly “SMART “(Substance Misuse among Adolescents in Residential Treatment) are found as effective family-based intervention strategies to mitigate substance use in youth.
Conclusion:
Culturally tailored family-based behavioural strategies psychosocial intervention strategies can be considered of the most effective strategies to prevent substance use disorders in youth.
Key words: addiction, adolescent, family-based psychosocial intervention, parenting style, substance use
Introduction
Highlights
Culturally tailored psychosocial intervention methods including family-based behavioural strategies can be considered one of the most effective strategies to prevent substance use disorders in youth.
Restriction of mature-rated content, authoritative parenting styles, and involvement, monitoring, support, and knowledge of parents discouraged adolescent substance use.
On the contrary, poor parent-child bonding, overprotection, permissive parenting, parental frustrations, authoritarian and harsh parenting styles promoted adolescent substance use disorders.
Proximal risk factors like peer influence, previous use of other substances, and risky behaviours had more effect than just parenting styles.
The responsibility and the role played by parents in shaping and helping their children face challenges during adolescence is crucial. Notably, the challenge of substance use among youths, in the form of marijuana, tobacco, alcohol, and other illicit substance use, continues to be a highly concerning and preventable cause of adolescent morbidity and mortality1. It sets into stone a behavioural health pattern that proves to be debilitating for the rest of their lives. One of the primary causal factors for substance use disorder has been impaired parenting and family functioning, which is the leading cause of ineffective parenting2. For instance, parental substance use is prospectively associated with a greater tendency of adolescent substance use, relatively high levels of conflict, anger, criticism, harsh parenting, and hostility, and lower levels of cohesion, support, and warmth; and problematic parenting styles, practices, and communication3,4.
Evaluation of predictors of adolescent substance use patterns from various parenting approaches shows that outcomes of parental perceptions, attachment styles, dimensions of parental attitudes, mediators (such as overprotection and parental monitoring) along with psychosocial interventions vary across different cultures5–7. Parental bonding styles and overprotection levels are associated with the onset and the use of substances. Permissive physical coercion, non-reasoning or punitive, and verbal hostility parenting styles were significantly associated (P<0.05) with cannabis use in youth8. Parental alcohol-specific strict rule-setting reduces adolescent tobacco and cannabis use in addition to alcohol use. Parenting style dimensions such as demandingness, confident parenting, and open communication may lead to effective substance use prevention. Parent training interventions may prove to be effective preventive strategies to reduce youth substance use regardless of the gender, age, or race/ethnicity of the adolescent4,9, (Odhiambo et al., 2022). The notion that parenting lifestyles and family-based intervention can help in the prevention of adolescent substance use have received robust attention from policy makers, researchers’ clinicians and general public, nonetheless, there is scarcity of high quality evidence to support these concepts. Therefore, a scoping review was conducted to identify researches on parenting styles and family-based interventions used on the prevention of adolescent substance use10
Methods
This scoping review adhered to the methodological framework of the PRISMA Extension for Scoping Reviews (Tricco et al., 2018)11.
Eligibility criteria
Inclusion criteria
Studies were selected for inclusion in the current scoping review with the following inclusion criteria:
Studies focusing exclusively on parenting styles applied to adolescents with substance use issues.
Studies with participants whose age ranges between 12 and 18 years.
Studies available and published between 2012 and 2022 in English.
Empirical primary studies including original articles with various study designs such as Randomized controlled trials, case series, prospective analysis, retrospective analysis, controlled trials, and comparative studies.
Full-text secondary materials sources, including other systematic reviews, meta-analyses, and experimental studies.
Exclusion criteria
Studies were excluded in the current review based on the following exclusion criteria:
Grey literature including non-peer-reviewed publications.
Studies published in languages other than English.
Search criteria and Information sources
PubMed/Medline, PsycINFO, and Google Scholar were search. Separate search strategy was used in each database (Supplementary table 1, Supplemental Digital Content, http://links.lww.com/MS9/A288). A combination of subject terms and keywords was used in the search, which indexed parenting, intervention, substance-related disorders and adolescent.
Study selection
Search results were imported to Excel sheet and two independent reviewers performed title and abstract screening and full-text screening. Any discrepancies between reviewers were resolved through discussion.
Data Extraction
Based on the eligibility criteria, two independent reviewers performed data extraction. From each included study, information about authors, year of publication, study design, participants, intervention and main outcomes were extracted12.
Data analysis
The Excel tool in Microsoft office version 2019 was used to plot graphs and charts depicting various parental control outcomes. The data plotted include substance use prevalence among adolescents, depressive and anxiety episodes, and parental mature-rated restrictions. Additionally, the odds ratio analysis of the various parenting styles was obtained from different studies used to calculate the adjusted odds ratio.
Bias assessment
The JBI, a critical evaluation tool created by the Joanna Briggs Institute, was used to assess the risk of bias in the studies that were included. JBI quality analysis tool was used as it provides the means of accommodating the various study designs of the included studies. JBI score higher than 70% were classified as having a high quality, those with a score between 50 and 70% as having a medium quality, and those with a score less than 50% as having a low quality.
Results
Study selection
The initial search in the online databases using the mentioned keywords identified 1278 studies. After the removal of 337 duplicates, only 941 studies were left. The abstracts and titles of the remaining studies were scanned to determine their significance for the scoping review. After elimination, 129 articles were scrutinized based on the eligibility criteria. Finally, 47 articles were included in the narrative synthesis. (Fig. 1).
Figure 1.
PRISMA flow diagram showing the results of the search process employed.
Study characteristics
Of the 47 included studies, 14 were clinical trials, 25 were observational studies, 5 were review articles, 1 was case study and 2 were qualitative studies. All the included studies were published between 2012 and 2022. The average sample size of reviewed studies was 183 and almost half of the participants were female.
Intervention characteristics
The clinical trials assessed effects of different interventions including technology-assisted parenting, parenting-focused mindfulness intervention and different family-based interventions in preventing adolescent substance use. The observational studies assessed effects of different parenting styles including harsh parenting style, neglectful parenting, and authoritative parenting. Similarly, the review articles discussed effectiveness of low-intensity group parenting interventions and family-based interventions in preventing adolescent substance use. The qualitative studies explored experiences of stakeholders including adolescents and their parents with different types of family-based interventions and parenting styles.
Narrative synthesis
Narrative synthesis illustrated that parental involvement, restriction of mature-rated content, parental monitoring, authoritative parenting styles, and parental support and knowledge can help in the prevention of adolescent substance use. On the contrary, poor parent-child bonding, overprotection, permissive parenting, parental frustrations, authoritarian and harsh parenting styles promoted adolescent substance use disorders. Proximal risk factors like peer influence, previous use of other substances, and risky behaviours had more effect than just parenting styles. Preventive Parenting, Parent Training, and Parent Involvement, with a particular focus on Technology Assisted Intervention, particularly SMART (Substance Misuse among Adolescents in Residential Treatment) are found as effective family-based intervention to reduce substance use in youth. (Table 1).
Table 1.
Summary of the included studies.
| Reference | Study design | Parenting style/intervention | Population | Findings |
|---|---|---|---|---|
| Randomized controlled clinical trials | ||||
| Becker et al. 13 | Randomized controlled clinical trials | Technology-assisted parenting | 61 parent-adolescent dyads. | Adolescents in short-term residential whose parents received Parent SMART had fewer drinking days and fewer school problems over time compared to adolescents whose parents received Technology-assisted parenting |
| Bergman et al. 14 | Randomized controlled clinical trials | Providing information to parents about their child’s academic performance and behaviour in school | 318 seventh graders | The intervention successfully reduced adolescent alcohol and marijuana initiation. Use of alcohol or marijuana was 18.2% in the control group and 10.2% in the intervention group (P = 0.02) |
| Brody et al. 15 | Randomized controlled clinical trials | Preventive parenting intervention | 11-year-old children (517) | Living in a disadvantaged neighbourhood during adolescence was associated with increased drug use among young men in the control group (simple-slope = 0.215, P < 0.003) but not among those in the Strong African American Families condition (simple-slope = 0.030, P = 0.650) |
| Byrnes et al. 16 | Randomized controlled clinical trials | Family-based prevention style | (N = 411) | Improved outcomes related to older teens’ alcohol use. |
| Chaplin et al. 17 | Randomized controlled clinical trials | Parenting-focused mindfulness intervention | 96 mothers of 11–17-year-olds | Mothers found no significant parenting-focused mindfulness effects on external substance use |
| Fernandez et al. 18 | Randomized controlled clinical trials | Family-based healthy lifestyle intervention | overweight Hispanic adolescents (N = 280) | Family-Based Healthy Lifestyle Intervention reduces adolescent alcohol, marijuana, and non-prescription substance use over time. |
| Lee et al. 19 | Randomized controlled clinical trials | Family-based intervention | Main (n = 376) Prevention as usual (n = 370) | Relative to prevention, as usual, Families Unidas reduced positive parenting discrepancies across time, |
| MacPherson et al. 20 | Randomized controlled clinical trials | Parental monitoring and affective involvement | 111 adolescents with comorbid substance use disorder | The intervention reduced depression and the probability of drug use |
| Sheidow et al. 21 | Randomized controlled clinical trials | Integrated family-based outpatient treatment for adolescents | 134 youth | The intervention achieved significant improvements in youth |
| Perunicic-Mladenovic and Filipovic22 | Randomized controlled clinical trials | Authoritative parenting | 150 for the inpatient groups (78 for alcohol use disorder and 72 for Pathological Gambling) and 102 participants for the control group | An analysis established a model classifying 79% of the population from the addictive group. |
| Piehler and Winters23 | Randomized controlled clinical trials | Parent involvement in brief interventions | n = 259 | adolescents with maladaptive decision-making tendencies (i.e. impulsive/careless, avoidant) demonstrated the largest benefit from the parental involvement |
| Valente, Cogo-Moreira, and Sanchez24 | Randomized controlled clinical trials | Demandingness and responsiveness | 6391 students | Increased levels of parent demandingness predicted decreased probability of adolescent drug use (Cigarette use Odds Ratio = 0.76, 95% CI 0.64–0.89) |
| Vega-López et al. 25 | Randomized controlled clinical trials | Parenting intervention targeting diet improvement and substance use prevention among Latinx adolescents | 1494 parent-child dyad | The parenting style promotes positive lifestyle behaviours |
| Valente, Cogo-Moreira, and Sanchez26 | Randomized controlled clinical trials | Authoritative, authoritarian, and indulgent, with the neglectful style as a reference point. | (n = 6381) | Activities to develop parenting skills should be included in school programs |
| Observational studies | ||||
| Bosk et al. 27 | A large-scale longitudinal study | Harsh parenting style | 1825 detained youth (35.95% female) | 80% of youth used alcohol or cannabis |
| Boyd et al. 28 | A large-scale longitudinal study | Parental bonding | Urban African American youth (N = 638) | Parental bonding plays a vital role in adolescents with substance use |
| Cox et al. 29 | Prospective observational study | High, low, and moderate media parenting, with limited device access, low but high communication about online activities | 748 adolescents | High media parenting =23%, low media parenting = 20%, moderate media parenting with limited device access = 11%, moderate media parenting with high device access =25%, and low monitoring but high communication about online activities =21%. |
| Simsek et al. 30 | Cross-sectional study | Avoid attachment score average | NA | 21.5% of participants had depressive episodes and anxiety disorder diagnoses; 15.4% of participants had children with a history of psychiatric treatment; 16.9% had children with a history of alcohol/substance use |
| Brosnan, Kolubinski and Spada31 | Prospective observational analysis | Authoritarian parenting style | 85 participants | Cannabis use was positively correlated with both permissive and authoritative parenting styles |
| Folk et al. 32 | Prospective observational study | parental monitoring | 400 1st offending court-involved youth | It is more effective to address the needs of justice-involved youth and families holistically |
| Koning, de Looze and Harakeh33 | Longitudinal Study | Strict alcohol-specific parenting | 906 Dutch adolescents | Strict rules associated with alcohol may not only reduce alcohol but subsequently also other substance use. |
| Lobato Concha et al. 34 | Longitudinal Study | Parental monitoring | 43 060 students | Parental monitoring of adolescents’ whereabouts and parental opposition to drug use decreased the probability of adolescent cannabis use |
| Staff and Maggs35 | Prospective observational analysis of the Millennium Cohort Study | Supportive drinking behaviours for adolescents by parents | 14 years (n = 11 485 children) | Adolescents whose parents allowed them to drink had greater odds of heavy drinking [OR] = 2.40; 95% [CI] = 1.96–2.94) |
| Thomas et al. 36 | Prospective observational analysis | Parental frustration | n=110; average age=15.71 | Elevated parental frustration is linked to adolescent cannabis misuse during treatment and after its accomplishment |
| Haines-Saah et al. 37 | Prospective observational analysis | Preventive parenting intervention | (n = 16) | Preventive parenting intervention helps adolescents significantly. |
| Kapetanovic et al. 38 | Prospective observational study | Confident parenting and a close parent-adolescent relationship | 550 parents and their adolescent children | The parenting style promotes adolescent disclosure and is protective of teenage engagement in risk behaviours |
| Mak and Iacovou39 | Longitudinal Study | Parental control authoritarian parenting style |
N = 2954 | Warmth is associated with reduced risks of problem substance use. Parental control also has a protective effect. Indulgent parenting is not related to additional risk of any kind compared with the authoritative style, whereas authoritarian and neglectful styles are. |
| Micalizzi et al. 40 | Prospective observational analysis | Parental social support | 6–8th graders (N = 1023) | Parental control protects against substance initiation, but only in supportive relationships. |
| Goldstick et al. 41 | Longitudinal study | Parental support | 18-year longitudinal study | Parental relationship interventions may be more appropriate for males to prevent substance use. |
| .Mejia et al. 42 | Cross-sectional study | Parental restriction of mature-rated media | 3172 students | Substance use rates were 10% for current smoking, 32% for present drinking alcohol, 17% for past 30-day binge drinking, and 8% for illicit drug use (marijuana or cocaine). Half of the respondents reported parental M-RM restriction (internet 52%, T.V. 43%, adult movies 34%, video games 25%) |
| Shin et al. 43 | Latent transition analysis | Targeted parent-child communication and parental monitoring | (n = 1147) | Targeted parent-child communication about alcohol and parental monitoring were significant predictors of youth alcohol use. |
| Shabani et al. 44 | Cross-sectional study | Dialectics in parenting | 400 male students | There was a significant relationship between the amount of dialectics parents use in their upbringing methods and students’ tendency to addiction |
| Segura-Garcia45 | Cross-sectional study | Deficient bonding | Substance use = (N =62) Alcohol use (N=26) |
Mother care correlates negatively with LSD and positively with ecstasy abuse. Mother overprotection correlates positively with all substances and negatively with alcohol abuse |
| Pisinger, Bloomfield, and Tolstrup46 | Cross-sectional study | Parental alcohol problems | 71 988 young people | Boys and girls in secondary education in Denmark who report perceived parental alcohol problems have significantly higher odds of internalizing problems and poorer parent-child relationships than young people without perceived parental alcohol problems. |
| McCann et al. 47 | Path analysis of school-based cohort study | Parental monitoring: parental control, parental solicitation, child disclosure, and child secrecy | 4937 post-primary school students | Adolescent alcohol use appears to increase as parental control decreases and child secrecy increases |
| Berge et al. 3 | Longitudinal cohort study | Neglectful parenting authoritative parenting |
1268 adolescents | Neglectful parenting style was associated with worse substance use outcomes across all substances. The authoritative parenting style was associated with less frequent drinking. |
| Flores-Peña et al. 48 | Cross-sectional study | parenting behaviour (maternal demandingness) | (n = 3172) | maternal demandingness was the strongest and most consistent correlate of substance use |
| Schofield et al. 49 | Longitudinal observational analysis | Consistent discipline and monitoring predicted | N = 194 | Consistent discipline and monitoring predicted relative decreases in substance use into early adulthood but only among parent-offspring dyads who expressed a preference for the same language |
| Eun et al. 50 | Prospective observational analysis | Maternal and paternal care and control | 6483 adolescents aged 13–18 years | Perceived parental care and control were associated with adolescent mental disorders after controlling for multiple potential confounders |
| Review articles | ||||
| Gerra et al. 51 | Review | Protective and supportive parenting | NA | The parenting style could represent a critical therapeutic target for preventing addiction |
| Allen et al. 52 | Systematic review | Low-intensity group parenting intervention | 42 studies | Relatively low-intensity group parenting interventions are effective at reducing or preventing adolescent substance use |
| Bo, Hai and Jaccard53 | Systematic review | Parent-based interventions | 20 studies | There was evidence of parent-based interventions’ efficacy in preventing or reducing adolescent alcohol use. |
| Garcia-Obregon et al. 54 | Review | Parent training interventions | 38 unique studies | Parent training interventions are effective preventive strategies to reduce youth substance use |
| Valero de Vicente, Ballester Brage and Orte Socías10 | Meta-analysis | Family-based selective prevention | 9 studies with 102 measures grouped | NA |
| Case report | ||||
| Burt et al. 55 | Case Report | Harsh parenting style | 1030 families (2060 twin children; 49% female; 6–10 years old) | The twin experiencing harsher parenting exhibited more antisocial behaviour |
| Qualitative studies | ||||
| Lessard. 56 | Qualitative study | Intimate partner violence | 43 people | Co-occurring problems caused by parental intimate partner violence |
| McLaughlin, Campbell, and McColgan57 | Qualitative study | Authoritative styles, parental monitoring, communication, nurturing attachments, and parent-child conflict | 9 focus groups | Parent-child attachment was identified as an essential factor in protecting adolescents from substance use in addition to effective parenting, particularly an authoritative style |
NA, not applicable.
Risk of bias assessment showed that the quality of the included studies varied across the studies, and majority of the study had low to moderate quality (Tables 2-8).
Table 2.
JBI for cross-sectional studies (CSS)
| Checklist Reference | Clear inclusion criteria | Detailed setting description | Valid/reliable exposure | Objective/standard measurement criteria | Confounding factor identification | Valid/reliable outcome measurement | Ethical issue consideration | Appropriate e statistical analysis | Quality (score/rating) |
|---|---|---|---|---|---|---|---|---|---|
| Simsek et al. 30 | Y | Y | N | Y | Y | Y | Y | Y | 7/8 M |
| Mejia et al. 42 | Y | Y | Y | Y | N | Y | Y | U | 6/8 M |
| Shabani et al. 44 | Y | Y | Y | U | Y | Y | Y | Y | 7/8 M |
| Pisinger, Bloomfield, and Tolstrup46 | Y | Y | Y | U | Y | Y | N | Y | 6/8 M |
| Segura-Garcia45 | U | Y | Y | Y | N | U | Y | N | 4/8 L |
| Flores-Peña et al. 48 | Y | Y | Y | U | Y | U | Y | Y | 6/8 M |
| Y | U | Y | Y | Y | Y | Y | Y | 7/8 M |
L, low; M, médium; N, no; U, nuclear; Y, yes.
Table 8.
JBI tool for cohort studies
| Checklist Reference |
Similar group. Mae pepalit.ca recruits |
Exposure measurement | Valid reliable measurement | Confounding factors identified | Ccafc<2>ding stritegies | Groups free it the exposure | Outcomes meiswement in Mhd relsiKe wav | Follow-up duritson sufficiency | Completion of follow-up | Stritegses to address incomplete follow-up | Appropriate statistical analysis | Quality rating |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Bosk et al. 27 | Y | Y | Y | Y | Y | N | Y | U | Y | Y | Y | 9/11 M |
| Boyd et al. 28 | Y | N | Y | Y | N | Y | Y | Y | Y | Y | Y | 9/11.M |
| Cox et al. 29 | U | Y | Y | Y | Y | Y | Y | N | Y | Y | N | 8/11 M |
| Brosnan et al. 31 | Y | Y | Y | X | Y | Y | Y | Y | Y | Y | Y | 10/11 M |
| Folk et al. 32 | Y | Y | Y | Y | Y | Y | N | Y | Y | Y | N | 9/11 M |
| Koning et al. 33 | Y | Y | U | Y | N | Y | Y | Y | U | Y | Y | 8/11 M |
| Lobato Concha et al. 34 | Y | U | Y | X | Y | N | Y | N | U | U | Y | 5/II L |
| Staff et al. 35 | Y | Y | Y | U | Y | Y | Y | Y | Y | Y | U | 9/11M |
| Thomas et al. 36 | U | Y | X | Y | Y | Y | Y | Y | Y | Y | Y | 9/11 M |
| Haines-Saah et al. 37 | Y | Y | Y | Y | U | Y | N | Y | Y | N | Y | 8/11.M |
| Kapetanovic et al. 38 | Y | Y | Y | X | Y | Y | Y | Y | Y | Y | U | 9/11 M |
| Mak and Iacovou39 | Y | Y | Y | Y | Y | Y | Y | Y | N | Y | Y | 10/11 M |
| Micalizzi et al. 40 | N | Y | Y | Y | U | Y | Y | Y | Y | Y | N | 8/11 M |
| Goldstick et al. 41 | Y | Y | X | Y | Y | Y | N | Y | U | Y | Y | 8/11 M |
| Shin, Y et al. 43 | U | Y | Y | N | N | Y | U | Y | U | Y | N | 5/II L |
| McCann et al. 47 | Y | Y | Y | U | Y | Y | Y | U | u | Y | Y | 8/11 M |
| Berge et al. 3 | N | Y | U | Y | Y | Y | Y | Y | Y | Y | Y | 9/11.M |
| Schofield et al. 49 | Y | Y | Y | Y | Y | U | Y | Y | Y | Y | Y | 10/11M |
| Eun et al. 50 | Y | Y | Y | N | Y | Y | Y | Y | Y | Y | Y | 10/11 M |
L, low; M, médium; N, No; U, Unclear; Y, yes.
Table 3.
JBI for RCTs
| Checklist Reference | True randomization applied | Allocation concealed | Groups’ baseline where similar | Participants blind to assignment | Assignment Deliver blind to the treatment | Treatment being identical apart from intervention | Follow-up completion differences | Participant analysis in groups randomized | Outcome measurement | Reliable outcome measures | Appropriate statistical analysts | Appropriate of trial design | Outcome assessors blind to assignment |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Becker et al.13 | Y | Y | Y | U | Y | Y | Y | Y | N | Y | Y | Y | Y |
| Chaplin et al. 17 | N | Y | Y | Y | Y | U | Y | Y | Y | Y | N | Y | Y |
| Fernandez et al. 18 | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | U | Y |
| Sheidow et al.21 | Y | Y | Y | N | Y | Y | Y | U | Y | Y | Y | Y | Y |
| MacPherson et al. 20 | Y | N | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Valente et al.24 | Y | Y | U | Y | N | Y | Y | Y | Y | Y | Y | Y | Y |
| Vega-López et al. 25 | Y | Y | Y | Y | Y | Y | N | Y | Y | Y | N | Y | Y |
| Bergman et al.14 | U | N | Y | Y | Y | Y | Y | Y | U | Y | Y | Y | N |
| Brody et al. 15 | Y | Y | Y | Y | Y | Y | N | Y | Y | Y | Y | U | Y |
| Byrnes et al. 16 | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | Y | U |
| Lee et al. 19 | Y | Y | Y | U | Y | U | Y | Y | Y | Y | Y | Y | Y |
| Piehler et al.23 | Y | Y | N | Y | U | Y | N | Y | U | Y | N | U | Y |
L, low; M, médium; N, No; RCT, randomised controlled trial; U, Unclear; Y, yes.
Table 4.
JBI tool for case reports
| Checklist Reference | Patient’s demographic characteristics | Patient’s history | Patient’s current clinical condition | Diagnostic test, assessment methods and results | Intervention/treatment procedure | Post-intervention clinical condition | Adverse event identified | Report lessons provision | Quality rating |
|---|---|---|---|---|---|---|---|---|---|
| Burt et al. 55 | Y | Y | Y | Y | N | Y | Y | U | 6/8 M |
L, low; M, médium; N, No; U, Unclear; Y, yes.
Table 5.
JBI for controlled study
| Checklist Reference | Comparable of group? apart from diseases in cases’ absence of control | Appropriate match of cases and control | Same identification of cases and control | Standard measurement in the exposure | Same way of exposure measurement | Confounding factors identified | Strategy to deal with confounding factors | Outcomes assessed in a standard, salid reliable way | The exposure period is long enough | Appropriate statistical analysis | Quality rating |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Perunicic-Mladenovic and Filipovic22 | Y | Y | Y | U | Y | Y | Y | Y | Y | Y | 9/10 M |
M, médium; U, Unclear; Y, yes.
Table 6.
JBI for qualitative studies
| checklist Reference |
Congruity between philosophy and methodology | Congruity between methodology and objective question | Congruity between methodology and data collection method | Congruity between methodology gy and results interpretation | Researcher cultural/ theoretic | of researcher in the research vice-versa | Participant voice presented | Research ethical And evidence | Congruity between methodology and presentation and analysis of data | Flow of conclusion from analysis, interpretation of data | Quality rating |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Lessard et al. 56 | Y | Y | Y | N | Y | Y | Y | Y | Y | Y | 910M |
| McLaughlin, Campbell, and McColgan57 | Y | U | Y | Y | Y | U | Y | Y | N | Y | 7/10 M |
M, médium; N, No; U, Unclear; Y, yes.
Table 7.
JBI for systematic reviews and meta-analysis
| Checklist Reference | Clarity and explicit review question | Appropriate inclusion criteria | Search strategy appt opt ut e | Adequate of sources and resources | Appraisal criteria appropriate | Critical appraisal by independent reviewers | Methods to reduce errors | Appropriate combining methods | Publication bias | Recommendations policy | Specific directives | Quality y. rating |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gerra et al.51 | Y | Y | Y | U | Y | Y | Y | Y | Y | N | Y | 9/I1M |
| Allen et al.52 | Y | Y | Y | Y | Y | U | Y | Y | Y | Y | Y | 10/11 M |
| Bo. Hai and Jaccard53 | N | Y | Y | Y | Y | N | Y | Y | N | Y | Y | 8/11M |
| Garcia-Obregon et al. 54 | Y | Y | Y | Y | U | Y | Y | N | Y | Y | Y | 9/11M |
| Valero de Vicente. Btot10 | Y | U | Y | Y | Y | Y | Y | Y | Y | Y | Y | 10/11 M |
L, low; M, médium; N, No; U, Unclear; Y, yes.
Discussion
To our knowledge, our study is one of the most inclusive and integrative reviews that assess the implications of parenting styles on the frequency of substance use in addition to provide the outcomes of the parental psychosocial intervention strategies cross-culturally. Moreover, this review covers the consequences of either termination or persistence of substance use following the parental interventions and includes the resultant psychiatric outcomes such as anxiety and depression. Considering one of the keys to preventing the adverse psychiatric outcomes continued in adulthood is having a thorough grasp of the early detection of the prevalence, the risk factors, and the protective variables connected to substance use among adolescents, we evaluated the impact of cross-cultural parental intervention, including assessing the effects of various parenting styles on adolescent substance use58.
Parenting styles
The parenting styles evaluated across the included comprises authoritative, authoritarian, and harsh parenting styles that were extensively explored. Brosnan et al. 31 associated warmth and strictness with an authoritative parenting style. While neglect, rejection, and psychological control, which lead to increase rebellion among adolescents, are seen in authoritarian parents, that ultimately predicts cannabis use. Per a previous study analyzing the effect of father and mother-based parenting styles indicated that cannabis is the most commonly used illicit drug among adolescents accounting for major public health problems across the nation59. A harsh parenting style is associated with antisocial behaviour and breeds substance use among adolescents. Considering adverse overall health outcomes, according to Root et al. 60, 50% of adolescents with eating disorders also use alcohol or other illegal substances Root et al. 60.
Berge et al. 3 mention parenting practices can limit adolescent exposure to illicit substances since they impact children’s decisions. However, Berge et al. 3 discovered proximal risk factors like deviant peers, previous use of other substances, and risky behaviours as more critical factors for adolescents’ substance use than parenting styles. The exception was the authoritative parenting style which was still associated with less frequent drinking. Besides, Wlodarczyk et al. 61 reiterate that the beginning of substance use disorder can be delayed if protective variables enhancing self-efficacy and self-esteem, among other features within the parenting style employed, are present; conversely, ineffective parenting is still inadequate parenting. Becoña et al. 62 state that authoritative parenting is the finest approach to fostering maturity and producing the best outcomes regarding the lowest rates of substance dependence. It is based on parents’ regular use of punishment, kindness, and sensitivity toward their kids, all of which positively impact their development and lead to parent-child communication on the same wavelength3.
Parental interventions
Fifteen of the included studies explored a parental intervention-based approach for adolescents. The outcomes suggested that particular interventions helped prevent adolescents from abusing alcohol and other drugs. Out of these, five revealed that family-based interventions were instrumental in reducing substance use. 80% of these studies stood with our stance, while the rest did not. Other interventions that showed positive results, as mentioned above, were preventive parenting, parent training, and parent involvement, with a particular focus on technology-assisted intervention such as parent SMART Parent (Substance Misuse among Adolescents in Residential Treatment)13. Parenting-focused mindfulness, however, did not come out to be as valuable17.
Parental monitoring and control
Five of thirteen studies focusing on parental control and monitoring revealed that consistent discipline and monitoring, including parenting style, predicted relative decreases in adolescent substance use20. Per a previous study, a protective association between parental restriction of mature-rated media and adolescents’ substance use42. Study by29, found that low levels of media parenting were associated with elevated reports of contemporaneous and prospective alcohol and marijuana use29. At the same time, one study found that targeted parent-child communication about alcohol and parental monitoring were significant predictors of youth alcohol use.
Parental problems
Out of five studies, one found that poor bonding plays a significant role in the development of ecstasy use28. It also showed that mother overprotection correlates positively with all substances and negatively with alcohol abuse. Besides, another study revealed that adolescents whose parents allowed them to drink had greater odds of heavy drinking perceived parental alcohol problems and significantly higher odds of internalizing problems and poorer parent-child relationships than young people without perceived parental alcohol problems. Another study correlated parental frustration and intimate partner violence with alcohol abuse in children with co-occurring mental issues like anxiety and depression56.
Parental support/bond
A total of six studies assessed the effects of parental bonds and support on substance initiation and addiction. All six studies emphasized the importance of close parent-adolescent relationships, dialectics, and support, a kind of parenting style, in curbing risky behaviours such as drug use. However, Micalizzi et al. 40 examined how parental social consent accentuates the protective effects of sources of parental knowledge (Parental Control, Parental Solicitation, and Child Disclosure) on drug use. The study concluded that all sources of parental knowledge were associated with lower delinquency only in supportive relationships. Therefore, a supportive parent-adolescent relationship can positively impact substance use among adolescents, particularly among males41.
Study strengths and limitations
Unlike similar contemporary scoping reviews regarding substance use in adolescents, this review comprehensively acknowledges multiple forms of modern recreational substance use. As a result, it enhances the applicability of the findings and does not restrict substance-related escape mechanisms to typical substances like alcohol, cannabis, and tobacco. The outlining of the review following the guidelines by PRISMA 2020 makes it accurate for studies concerning interventions and their outcomes. The extensive literature search constituting 1278 articles, narrowed down to only 48 articles after the exclusion, eradicates the bias towards specific demographics, parenting styles, ethnicities, etc. Moreover, considering only the peer-reviewed articles renders the findings of this research more authentic and accurate. In addition, reviewing the articles published over the past decade makes this scoping review more universal and less time specific63. However, the linguistic bias could not be eliminated since only the articles published in the English language were reviewed.
On the other hand, like any other research study, the current review is bound to some limitations. As mentioned previously, the findings of this review can be added upon by conducting a similar study that transcends linguistic barriers and includes articles published in languages other than English. Moreover, there is a significant need for developing well-defined parenting styles and a non-overlapping distinction between interventional strategies for convenience sampling and grouping the results. In addition, parental behaviours may not be the only factors contributing to adolescents’ inclination towards substance abuse. Therefore, a significantly more extensive and diverse study is required to assess all factors that influence the propensity for drug abuse or abstinence from it.
Conclusion
Our scoping review provides critical facts and figures regarding parenting styles that may precipitate adolescent substance use disorders, which could guide health professionals, psychiatrists, policy makers and parents to gain better understanding of the implications of parenting styles on adolescents’ behaviour and lifestyle. Thus, the outcomes of this study observed that parental involvement, restriction of mature-rated content, parental monitoring, authoritative parenting styles, and parental support and knowledge discouraged adolescent substance use. On the contrary, poor parent-child bonding, overprotection, permissive parenting, parental frustrations, authoritarian and harsh parenting styles promoted adolescent substance use disorders.
Awareness regarding the potential for early use of substances such as alcohol, cannabis, and tobacco, in addition to the prevalence of their associated health problems could create new culturally specific implementations and sets forth the optimization of the methods of parenting and family-based interventions to counter substance use disorders.
Ethical approval
Not required since it’s a review.
Consent
Not required since it’s a review.
Source of funding
Not applicable.
Author contribution
O.W. and S.P.—study concept and design, study criteria, writing the first draft. A.A.K., O.E.A., H.N.—methodology, data collection and analysis, editing the first draft. M.A., M.N.—writing the paper, data analysis, editing second and third draft. N.A. and M.Z.—supervision, conception of idea, resources and investigation, editing final draft.
Conflicts of interest disclosure
Not applicable.
Research registration unique identifying number (UIN)
Not applicable.
Guarantor
Sakshi Prasad.
Provenance and peer review
Not commissioned, externally peer-reviewed.
Data availability statement
Data sharing is not applicable to this article.
Supplementary Material
Footnotes
Sponsorships or competing interests that may be relevant to content are disclosed at the end of this article.
Published online 1 November 2023
Contributor Information
Ozge C. Williams, Email: drozgeceren@gmail.com.
Sakshi Prasad, Email: sakshiprasad8@gmail.com.
Ahmed Ali Khan, Email: khanahmedali497@gmail.com.
Oghenetega Esther Ayisire, Email: Estherayisire10@gmail.com.
Hafsa Naseer, Email: hafsanaseer20@gmail.com.
Muhammad Abdullah, Email: muhammadabdullah71@gmail.com.
Mahrukh Nadeem, Email: mahrukhnadeem0@gmail.com.
Nauman Ashraf, Email: NAshraf@freemanhealth.com.
Muhammad Zeeshan, Email: mz500@njms.Rutgers.edu.
References
- 1.EMCDDA . European drug report: trends and developments 2021Publications office of the European Union. [Google Scholar]
- 2.Ramsewak S, Moty N, Putteeraj M, et al. Parenting style and its effect on eating disorders and substance abuse across the young population. Discover Psychol 2022;2:9. [Google Scholar]
- 3.Berge J, Sundell K, Öjehagen A, et al. Role of parenting styles in adolescent substance use: results from a Swedish longitudinal cohort study. BMJ Open 2016;6:e008979. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Benchaya MC, Moreira TC, Constant HMRM, et al. Role of parenting styles in adolescent substance use cessation: results from a brazilian prospective study. Int J Environ Res Publ Health 2019;16:3432. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Bornstein MH. Cultural approaches to parenting. Parent Sci Pract 2012;12(2–3):212–221. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Carr S. Parenting practices around the world are diverse and not all about attachment, The Conversation. Accessed: 9 November 2022.2019. http://theconversation.com/parenting-practices-around-the-world-are-diverse-and-not-all-about-attachment-111281 [Google Scholar]
- 7.Yeh CJ, Singh DrY, Singh A. Cross cultural differences in parenting’. J Educ Pedagogy ISSN: 0975-0797. 2010;11:1–7. [Google Scholar]
- 8.Kokotovič KO, Pšunder M, Kirbiš A. Cannabis use and parenting practices among young people: the impact of parenting styles, parental cannabis-specific rules, and parental cannabis use. Int J Environ Res Publ Health 2022;19:8080. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Odhiambo OD Sifuna DN and Kombo DK (2020) ‘Influence of Parenting Style on Drug Abuse among Girls in Secondary Schools in Nakuru County. 10.
- 10.Valero de Vicente M, Ballester Brage L, Orte Socías MC, et al. Meta-analysis of family-based selective prevention programs for drug consumption in adolescence. Psicothema 2017;29:299–305. [DOI] [PubMed] [Google Scholar]
- 11.Tricco AC, Lillie E, Zarin W, et al. PRISMA extension for scoping reviews (PRISMA-ScR): checklist and explanation. Ann int med 2018;169:467–73. [DOI] [PubMed] [Google Scholar]
- 12.Amir-Behghadami M, Janati A. Population, Intervention, Comparison, Outcomes and Study (PICOS) design as a framework to formulate eligibility criteria in systematic reviews. Emerg Med J 2020;37:387. [DOI] [PubMed] [Google Scholar]
- 13.Becker SJ, Helseth SA, Janssen T, et al. Parent SMART (Substance Misuse in Adolescents in Residential Treatment): Pilot randomized trial of a technology-assisted parenting intervention. J Substance Abuse Treat 2021;127:108457. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Bergman P, Dudovitz RN, Dosanjh KK, et al. Engaging parents to prevent adolescent substance use: a randomized controlled trial. Am J Publ Health 2019;109:1455–1461. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Brody GH, Yu T, Miller GE, et al. Preventive parenting intervention during childhood and young black adults’ unhealthful behaviors: a randomized controlled trial. J Child Psychol Psychiatry Allied Discipl 2019;60:63–71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Byrnes HF, Miller BA, Grube JW, et al. Prevention of alcohol use in older teens: a randomized trial of an online family prevention program. Psychol Addict Behav 2019;33:1–14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Chaplin TM, Mauro KL, Curby TW, et al. Effects of a parenting-focused mindfulness intervention on adolescent substance use and psychopathology: a randomized controlled trial. Res Child Adolesc Psychopathol 2021;49:861–875. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Fernandez A, Lozano A, Lee TK, et al. A family-based healthy lifestyle intervention: crossover effects on substance use and sexual risk behaviors. Prevent Sci 2021;22:602–608. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Lee C-Y, Chen HC, Meg Tseng MC, et al. The relationships among sleep quality and chronotype, emotional disturbance, and insomnia vulnerability in shift nurses. J Nursing Res 2015;23:225–235. [DOI] [PubMed] [Google Scholar]
- 20.MacPherson HA, Wolff J, Nestor B, et al. Parental monitoring predicts depressive symptom and suicidal ideation outcomes in adolescents being treated for co-occurring substance use and psychiatric disorders. J Affect Disord 2021;284:190–198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Sheidow AJ, Zajac K, Chapman JE, et al. Randomized controlled trial of an integrated family-based treatment for adolescents presenting to community mental health centers. Commun Mental Health J 2021;57:1094–1110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Perunicic-Mladenovic I, Filipovic S. Proneness to alcohol use disorder or pathological gambling as differentially determined by early parental and personality factors. J Gambl Stud 2022;38:1447–67. [DOI] [PubMed] [Google Scholar]
- 23.Piehler TF, Winters KC. Decision-making style and response to parental involvement in brief interventions for adolescent substance use. J Fam Psychol 2017;31:336–346. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Valente JY, Cogo-Moreira H, Sanchez ZM. Evaluating the effects of parenting styles dimensions on adolescent drug use: Secondary analysis of #Tamojunto randomized controlled trial. Eur Child Adolesc Psychiatry 2020;29:979–987. [DOI] [PubMed] [Google Scholar]
- 25.Vega-López S, Marsiglia FF, Ayers S, et al. Methods and rationale to assess the efficacy of a parenting intervention targeting diet improvement and substance use prevention among Latinx adolescents. Contemp Clin Trials 2020;89:105914. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Valente JY, Cogo-Moreira H, Sanchez ZM. Gradient of association between parenting styles and patterns of drug use in adolescence: a latent class analysis. Drug Alcohol Depend 2017;180:272–278. [DOI] [PubMed] [Google Scholar]
- 27.Bosk EA, Anthony WL, Folk JB, et al. All in the family: parental substance misuse, harsh parenting, and youth substance misuse among juvenile justice-involved youth. Addict Behav 2021;119:106888. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Boyd DT, Opara I, Quinn CR, et al. Associations between Parent–Child Communication on Sexual Health and Drug Use and Use of Drugs during Sex among Urban Black Youth. Int J Environ Res Publ Health 2021;18:5170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Cox MJ, Janssen T, Gabrielli J, et al. Profiles of parenting in the digital age: associations with adolescent alcohol and marijuana use. J Studies Alcohol Drugs 2021;82:460–469. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Simsek G, Unubol B, Bilici R. Attachment styles of parents with alcohol use disorder and the relation of their parenting perception to their parenting attitudes. Alpha Psychiatry 2021;22:308–317. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Brosnan T, Kolubinski DC, Spada MM. Parenting styles and metacognitions as predictors of cannabis use. Addict Behav Rep 2020;11:100259. 10.1016/j.abrep.2020.100259 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Folk JB, Brown LK, Marshall BDL, et al. The prospective impact of family functioning and parenting practices on court-involved youth’s substance use and delinquent behavior. J Youth Adolesc 2020;49:238–251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Koning I, de Looze M, Harakeh Z. Parental alcohol-specific rules effectively reduce adolescents’ tobacco and cannabis use: a longitudinal study. Drug Alcohol Depend 2020;216:108226. [DOI] [PubMed] [Google Scholar]
- 34.Lobato Concha ME, Sanderman R, Pizarro E, et al. Parental protective and risk factors regarding cannabis use in adolescence: a national sample from the Chilean school population. Am J Drug Alcohol Abuse 2020;46:642–650. [DOI] [PubMed] [Google Scholar]
- 35.Staff J, Maggs JL. Parents allowing drinking is associated with adolescents’ heavy alcohol use.Alcohol Clin Exp Res 2020;44:188–195. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Thomas SA, Brick LA, Micalizzi L, et al. Parent-adolescent relationship characteristics and adolescent cannabis use: a growth curve analysis. Am J Drug Alcohol Abuse 2020;46:659–669. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Haines-Saah RJ, Mitchell S, Slemon A, et al. Parents are the best prevention”? Troubling assumptions in cannabis policy and prevention discourses in the context of legalization in Canada. Int J Drug Policy 2019;68:132–138. [DOI] [PubMed] [Google Scholar]
- 38.Kapetanovic S, Skoog T, Bohlin M, et al. Aspects of the parent–adolescent relationship and associations with adolescent risk behaviors over time. J Fam Psychol 2019;33:1–11. [DOI] [PubMed] [Google Scholar]
- 39.Mak HW, Iacovou M. Dimensions of the parent-child relationship: effects on substance use in adolescence and adulthood. Substance Use Misuse 2019;54:724–736. [DOI] [PubMed] [Google Scholar]
- 40.Micalizzi L, Sokolovsky AW, Janssen T, et al. Parental social support and sources of knowledge interact to predict children’s externalizing behavior over time. J Youth Adolesc 2019;48:484–494. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Goldstick JE, Heinze J, Ngo Q, et al. Perceived peer behavior and parental support as correlates of marijuana use: the role of age and gender. Substance Use Misuse 2018;53:521–531. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Mejia R, Pérez A, Peña L, et al. Parental restriction of mature-rated media and its association with substance use among argentinian adolescents. Acad Pediatr 2016;16:282–289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Shin Y, Lee JK, Lu Y, et al. Exploring parental influence on the progression of alcohol use in mexican-heritage youth: a latent transition analysis. Prevent Sci 2016;17:188–198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Shabani N. ‘The relationship between crucial parent’s upbringing methods and student’s tendency to addiction. A cross sectional study among students in Zahedan 2016’ International Journal of Pharmacy and Technology, 2016;18826–18830.
- 45.Segura-Garcia (2016) Parental bonding in substance and alcohol abusers. Accessed 9 November 2022. https://www.iris.unicz.it/handle/20.500.12317/9587?mode=complete
- 46.Pisinger VSC, Bloomfield K, Tolstrup JS. Perceived parental alcohol problems, internalizing problems and impaired parent - child relationships among 71 988 young people in Denmark. Addiction (Abingdon, England) 2016;111:1966–1974. [DOI] [PubMed] [Google Scholar]
- 47.McCann M, Perra O, McLaughlin A, et al. Assessing elements of a family approach to reduce adolescent drinking frequency: parent–adolescent relationship, knowledge management and keeping secrets. Addiction 2016;111:843–853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Flores-Peña Y, Pérez-Campa ME, Ávila-Alpirez H, et al. Depressive symptoms, maternal feeding styles, and preschool child’s body weight. Salud Mental 2021;44:261–266. [Google Scholar]
- 49.Schofield TJ, Toro RI, Parke RD, et al. Parenting and later substance use among Mexican-origin youth: moderation by preference for a common language. Dev Psychol 2017;53:778–786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Eun JD, Paksarian D, He JP, et al. Parenting style and mental disorders in a nationally representative sample of U.S. adolescents. Soc Psychiatry Psychiatr Epidemiol 2018;53:11–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Gerra ML, Gerra MC, Tadonio L, et al. Early parent-child interactions and substance use disorder: An attachment perspective on a biopsychosocial entanglement. Neurosci Biobehav Rev 2021;131:560–580. [DOI] [PubMed] [Google Scholar]
- 52.Allen ML, Garcia-Huidobro D, Porta C, et al. Effective parenting interventions to reduce youth substance use: a systematic review. Pediatrics 2016;138:e20154425. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Bo A, Hai AH, Jaccard J. Parent-based interventions on adolescent alcohol use outcomes: a systematic review and meta-analysis. Drug Alcohol Depend 2018;191:98–109. [DOI] [PubMed] [Google Scholar]
- 54.Garcia-Obregon S, Azkargorta M, Seijas I, et al. Identification of a panel of serum protein markers in early stage of sepsis and its validation in a cohort of patients. J Microbiol Immunol Infect 2018;51:465–472. [DOI] [PubMed] [Google Scholar]
- 55.Burt SA, Clark DA, Gershoff ET, et al. Twin differences in harsh parenting predict youth’s antisocial behavior. Psychol Sci 2021;32:395–409. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Lessard G, Lévesque S, Lavergne C, et al. How adolescents, mothers, and fathers qualitatively describe their experiences of co-occurrent problems: intimate partner violence, mental health, and substance use. J Interpersonal Violence 2021;36(23–24):NP12831–NP12854. [DOI] [PubMed] [Google Scholar]
- 57.McLaughlin A, Campbell A, McColgan M. Adolescent substance use in the context of the family: a qualitative study of young people’s views on parent-child attachments, parenting style and parental substance use. Substance Use Misuse 2016;51:1846–1855. [DOI] [PubMed] [Google Scholar]
- 58.Spooner C. (2001) ‘The structural determinants of youth drug use. Accessed 9 November 2022. https://www.academia.edu/15021864/The_structural_determinants_of_youth_drug_use
- 59.Czenczek- Lewandowska E, Wyszyńska J, Leszczak J, et al. Health behaviours of young adults during the outbreak of the Covid-19 pandemic—a longitudinal study. BMC Publ Health 2021;21:1038. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Root TL, Pinheiro AP, Thornton L, et al. Substance use disorders in women with anorexia nervosa. Int J Eating Disord 2010;43:14–21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Wlodarczyk O, Schwarze M, Rumpf HJ, et al. Protective mental health factors in children of parents with alcohol and drug use disorders: a systematic review. PloS One 2017;12:e0179140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Becoña E. Parental styles and drug use: a review. Drugs 2012;19:1–10. [Google Scholar]
- 63.Moher D, Shamseer L, Clarke M, et al. Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement. Syst Rev 2015;4:1. [DOI] [PMC free article] [PubMed] [Google Scholar]
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Data Availability Statement
Data sharing is not applicable to this article.

