The Relationship between the Family Functioning of Individuals with Drug Addiction and Relapse Tendency: A Moderated Mediation Model
Abstract
:1. Introduction
1.1. Family Functioning and Relapse Tendency
1.2. The Mediating Role of Psychological Capital
1.3. The Moderating Effect of Life History Strategy
2. Method
2.1. Participants
2.2. Research Tools
2.2.1. Family Functioning Scale
2.2.2. Relapse Tendency Questionnaire
2.2.3. Psychological Capital Questionnaire
2.2.4. Life History Strategy Scale
2.2.5. Control Variables
2.3. Data Analysis
3. Results
3.1. Control and Inspection of Common Method Variance
3.2. Descriptive Statistics and Correlation Analysis
3.3. Moderated Mediation Model Test
4. Discussion
4.1. The Mediating Role of Psychological Capital in the Relationship between Family Functioning and Relapse Tendency of Individuals with Drug Addiction
4.2. The Moderating Effect of Life History Strategy
4.3. Implications and Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Office of the National Drug Control Commission. Report on China’s Drug Situation in 2018; Ministry of Public Security of the People’s Republic of China: Beijing, China, 2019.
- Mahmood, N.M. Peranan dan Penglibatan Keluarga dan Masyarakat dalam Pencegahan Penagihan Dadah; Persatuan Kaunseling Malaysia: Shah Alam, Malaysia, 1996. [Google Scholar]
- Miles, O.W.; May, V.; Hammack, S.E. Pituitary Adenylate Cyclase-Activating Peptide (PACAP) Signaling and the Dark Side of Addiction. J. Mol. Neurosci. 2019, 68, 453–464. [Google Scholar] [CrossRef]
- Chen, M.; Zeng, X.; Chen, Y. Self-Concept and Abstinence Motivation in Male Drug Addicts: Coping Style as a Mediator. Soc. Behav. Personal. Int. J. 2020, 48, 1–15. [Google Scholar] [CrossRef]
- Zeng, X.; Chen, Y. Associations of deviant peer affiliation with youths’ substance use disorder abstention motivation: The mediating role of perceived social support and the moderating role of collective identity. J. Ethn. Subst. Abus. 2020. [Google Scholar] [CrossRef]
- Miller, I.W.; Ryan, C.E.; Keitner, G.I.; Bishop, D.S.; Epstein, N.B. The McMaster Approach to Families: Theory, assessment, treatment and research. J. Fam. Ther. 2000, 22, 168–189. [Google Scholar] [CrossRef]
- Choi, Y.; Harachi, T.W.; Gillmore, M.R.; Catalano, R.F. Applicability of the Social Development Model to Urban Ethnic Minority Youth: Examining the Relationship between External Constraints, Family Socialization, and Problem Behaviors. J. Res. Adolesc. 2005, 15, 505–534. [Google Scholar] [CrossRef] [Green Version]
- Otero-López, J.M.; Mirón, L.; Luengo, A. Influence of family and peer group on the use of drugs by adolescents. Subst. Use Misuse 1989, 24, 1065–1082. [Google Scholar] [CrossRef]
- Fagan, A.A.; Horn ML, V.; Antaramian, S.; Hawkins, J.D. How do families matter? Age and gender differences in family influences on delinquency and drug use. Youth Violence Juv. Justice 2011, 9, 150–170. [Google Scholar] [CrossRef] [Green Version]
- Shek, D. Family functioning and psychological well-being, school adjustment, and problem behavior in chinese adolescents with and without economic disadvantage. J. Genet. Psychol. 2002, 163, 497–502. [Google Scholar] [CrossRef]
- Cordova, D.; Heinze, J.E.; Mistry, R.; Hsieh, H.F.; Stoddard, S.A.; Salaswright, C.P.; Zimmerman, M.A. Family Functioning and Parent Support Trajectories and Substance Use and Misuse among Minority Urban Adolescents: A Latent Class Growth Analysis. Subst. Use Misuse 2014, 49, 1908–1919. [Google Scholar] [CrossRef] [Green Version]
- Hummel, A.; Shelton, K.H.; Heron, J.; Moore, L.; Den Bree, M.B. A systematic review of the relationships between family functioning, pubertal timing and adolescent substance use. Addiction 2013, 108, 487–496. [Google Scholar] [CrossRef]
- Rosenblum, A.; Magura, S.; Fong, C.; Cleland, C.M.; Norwood, C.; Casella, D.; Truell, J.; Curry, P. Substance use among young adolescents in hiv-affected families: Resiliency, peer deviance, and family functioning. Subst. Use Misuse 2005, 40, 581–603. [Google Scholar] [CrossRef]
- Weiss, J.W.; Merrill, V.; Akagha, K. Substance Use and Its Relationship to Family Functioning and Self-Image in Adolescents. J. Drug Educ. 2011, 41, 79–97. [Google Scholar] [CrossRef]
- Wen, Z.L.; Ye, B.J. Different Methods for Testing Moderated Mediation Models: Competitors or Backups? Acta Psychol. Sin. 2014, 24, 714–726. [Google Scholar] [CrossRef]
- Luthans, F.; Avolio, B.J.; Avey, J.B.; Norman, S.M. Positive psychological capital: Measurement and relationship with performance and satisfaction. Pers. Psychol. 2007, 60, 541–572. [Google Scholar] [CrossRef] [Green Version]
- Luthans, F.; Youssef, C.M. Emerging positive organizational behavior. J. Manag. Off. J. South. Manag. Assoc. 2007, 33, 321–349. [Google Scholar] [CrossRef] [Green Version]
- Sahin, Z.S.; Nalbone, D.P.; Wetchler, J.L.; Bercik, J.M. The Relationship of Differentiation, Family Coping Skills, and Family Functioning with Optimism in College-Age Students. Contemp. Fam. Ther. 2010, 32, 238–256. [Google Scholar] [CrossRef]
- Connelly, T.W. Family functioning and hope in children with juvenile rheumatoid arthritis. MCN Am. J. Matern. Child Nurs. 2005, 30, 245. [Google Scholar] [CrossRef]
- Houston, R. Individuals’ Hope and Family Functions. Master’s Thesis, Southern Methodist University, Dallas, TX, USA, 2006. [Google Scholar]
- Mathiesen, K.S.; Prior, M. The impact of temperament factors and family functioning on resilience processes from infancy to school age. Eur. J. Dev. Psychol. 2006, 3, 357–387. [Google Scholar] [CrossRef]
- Reitz, A.K.; Mottistefanidi, F.; Asendorpf, J.B. Mastering developmental transitions in immigrant adolescents: The longitudinal interplay of family functioning, developmental and acculturative tasks. Dev. Psychol. 2014, 50, 754–765. [Google Scholar] [CrossRef] [Green Version]
- Beavers, R.; Hampson, R.B. The Beavers Systems Model of Family Functioning. J. Fam. Ther. 2000, 22, 128–143. [Google Scholar] [CrossRef]
- Feldman, D.B.; Snyder, C.R. Hope and the meaningful life: Theoretical and empirical associations between goal?directed thinking and life meaning. J. Soc. Clin. Psychol. 2005, 24, 401–421. [Google Scholar] [CrossRef]
- Zahra, A.; Fatemeh, T.; Zeinab, H.; Olia, B. Relationship between addiction relapse and self-efficacy rates in injection drug users referred to maintenance therapy center of sari, 1391. Glob. J. Health Sci. 2014, 6, 138–144. [Google Scholar] [CrossRef] [Green Version]
- Ibrahim, F.; Kumar, N.; Samah, B.A. Self-efficacy and relapsed addiction tendency: An empirical study. Soc. Sci. 2011, 6, 277–282. [Google Scholar] [CrossRef]
- Carvajal, S.C.; Clair, S.D.; Nash, S.G.; Evans, R.I. Relating optimism, hope, and self-esteem to social influences in deterring substance use in adolescents. J. Soc. Clin. Psychol. 1998, 17, 443–465. [Google Scholar] [CrossRef]
- Irving, L.M.; Seidner, A.L.; Burling, T.A.; Pagliarini, R.; Robbinssisco, D. Hope and Recovery from Substance Dependence in Homeless Veterans. J. Soc. Clin. Psychol. 1998, 17, 389–406. [Google Scholar] [CrossRef]
- Becoña, E. Resilience and drug consumption: A review. Adicciones 2007, 19, 89–101. [Google Scholar] [CrossRef]
- Stajduhar, K.I.; Funk, L.M.; Shaw, A.L.; Bottorff, J.L.; Johnson, J.L. Resilience from the perspective of the illicit injection drug user: An exploratory descriptive study. Int. J. Drug Policy 2009, 20, 309–316. [Google Scholar] [CrossRef]
- Jafari, E.; Eskandari, H.; Sohrabi, F.; Delavar, A.; Heshmati, R. Effectiveness of coping skills training in relapse prevention and resiliency enhancement in people with substance dependency. Procedia Soc. Behav. Sci. 2010, 5, 1376–1380. [Google Scholar] [CrossRef] [Green Version]
- Tesfai, A.H. Alcohol and Substance Use among Students at University of Kwazulu-Natal, South Africa: The Protective Role of Psychological Capital and Health Promoting Lifestyle. Ph.D. Thesis, University of Kwazulu-Natal, Durban, South Africa, 2016. [Google Scholar]
- Vanessa, M.; Fabio, Z.; Mila, D.B.; Alfonso, T. Gender differences in the interrelations between digit ratio, psychopathic traits and life history strategies. Personal. Individ. Differ. 2018, 135, 108–112. [Google Scholar] [CrossRef]
- Gladden, P.R.; Figueredo, A.J.; Jacobs, W.J. Life history strategy, psychopathic attitudes, personality, and general intelligence. Personal. Individ. Differ. 2009, 46, 270–275. [Google Scholar] [CrossRef]
- Strouts, P.H.; Brase, G.L.; Dillon, H.M. Personality and evolutionary strategies: The relationships between hexaco traits, mate value, life history strategy, and sociosexuality. Personal. Individ. Differ. 2015. [Google Scholar] [CrossRef]
- Fergus, S.; Zimmerman, M.A. Adolescent Resilience: A Framework for Understanding Healthy Development in the Face of Risk. Annu. Rev. Public Health 2005, 26, 399–419. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cohen, J.; Cohen, P.; West, S.G.; Aiken, L.S. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences, 3rd ed.; Erlbaum: Hillsdale, NJ, USA, 2003. [Google Scholar]
- Rueger, S.Y.; Malecki, C.K.; Pyun, Y.; Aycock, C.; Coyle, S. A meta-analytic review of the association between perceived social support and depression in childhood and adolescence. Psychol. Bull. 2016, 142, 1017–1067. [Google Scholar] [CrossRef] [PubMed]
- Epstein, N.B.; Baldwin, L.M.; Bishop, D.S. The McMaster family assessment device. J. Marital Fam. Ther. 1983, 9, 171–180. [Google Scholar] [CrossRef]
- Wang, X.D.; Wang, X.L.; Ma, H. Handbook of Mental Health Assessment Scale (Revised Edition); China Mental Health Magazine: Beijing, China, 1999; pp. 82–83, 127–131. [Google Scholar]
- Zhu, W.L.; Geng, W.X. The risk factors of heroin-addicts’ relapse. Chin. J. Behav. Med. Sci. 2002, 11, 20–22. [Google Scholar]
- Zhang, K.; Zhang, S.; Dong, Y.H. Positive Psychological Capital: Measurement and Relationship with Mental Health. Stud. Psychol. Behav. 2010, 8, 58–64. [Google Scholar]
- Figueredo, A.J.; Vasquez, G.; Brumbach, B.H.; Sefcek, J.A.; Kirsner, B.R.; Jacobs, W.J. The K -factor: Individual Differences in Life History Strategy. Personal. Individ. Differ. 2005, 39, 1349–1360. [Google Scholar] [CrossRef]
- Podsakoff, P.M.; Mackenzie, S.B.; Lee, J.; Podsakoff, N.P. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J. Appl. Psychol. 2003, 88, 879–903. [Google Scholar] [CrossRef]
- Hayes, A.F. Introduction to mediation, moderation, and conditional process analysis: A regression-based approach. J. Educ. Meas. 2013, 51, 335–337. [Google Scholar]
- Li, L.; Tuan, N.A.; Liang, L.; Lin, C.J.; Farmer, S.C.; Flore, M. Mental health and family relations among people who inject drugs and their family members in Vietnam. Int. J. Drug Policy 2013, 24, 545–549. [Google Scholar] [CrossRef] [Green Version]
- Van Ryzin, M.J.; Fosco, G.M.; Dishion, T.J. Family and peer predictors of substance use from early adolescence to early adulthood: An 11-year prospective analysis. Addict. Behav. 2012, 37, 1314–1324. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Epstein, N.B.; Bishop, D.S.; Levin, S. The McMaster Model of Family Functioning. J. Marital Fam. Ther. 1978, 4, 19–31. [Google Scholar] [CrossRef]
- Zarnaghash, M. The relationship between the desired disciplinary behavior and family functioning locus of control and self esteem among high school students in cities of tehran province. Procedia Soc. Behav. Sci. 2011, 30, 2463–2467. [Google Scholar] [CrossRef] [Green Version]
- Skinner, H.; Steinhauer, P.; Sitarenios, G. Family assessment measure (FAM) and process model of family functioning. J. Fam. Ther. 2000, 22, 190–210. [Google Scholar] [CrossRef]
- Ackerman, N.J. A theory of Family Systems; Gardner Press: Eastbourne, UK, 1984. [Google Scholar]
- Bowen, M. The use of family theory in clinical practice. Compr. Psychiatry 1966, 7, 345–374. [Google Scholar] [CrossRef]
- Gao, T.; Meng, X.; Qin, Z.; Zhang, H.; Gao, J.; Kong, Y.; Hu, Y.; Mei, S. Association between parental marital conflict and Internet addiction: A moderated mediation analysis. J. Affect. Disord. 2018, 240, 27–32. [Google Scholar] [CrossRef] [PubMed]
- Graber, R.; Turner, R.; Madill, A. Best friends and better coping: Facilitating psychological resilience through boys’ and girls’ closest friendships. Br. J. Psychol. 2015, 107, 338–358. [Google Scholar] [CrossRef] [Green Version]
- Meldrum, R.C.; Hay, C. Do peers matter in the development of self-control? Evidence from a longitudinal study of youth. J. Youth Adolesc. 2012, 41, 691–703. [Google Scholar] [CrossRef]
- Duan, L.; Chou, C.P.; Andreeva, V.A.; Pentz, M.A. Trajectories of peer social influences as long-term predictors of drug use from early through late adolescence. J. Youth Adolesc. 2009, 38, 454–465. [Google Scholar] [CrossRef]
- Jorge, K.O.; Ferreira, R.C.; Ferreira, E.F.E.; Kawachi, I.; Zarzar, P.M.; Pordeus, I.A. Peer group influence and illicit drug use among adolescent students in brazil: A cross-sectional study. Cad. Saude Publica 2018. [Google Scholar] [CrossRef]
- Schofield, T.J.; Conger, R.D.; Robins, R.W. Early adolescent substance use in mexican origin families: Peer selection, peer influence, and parental monitoring. Drug Alcohol Depend. 2015, 157, 129–135. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Murphy, E.L.; Mckenzie, V.L. The impact of family functioning and school connectedness on preadolescent sense of mastery. J. Psychol. Couns. Sch. 2015, 26, 35–51. [Google Scholar] [CrossRef]
- Bronfenbrenner, U. The Ecology of Human Development; Harvard University Press: Cambridge, MA, USA, 1979. [Google Scholar]
- Krasikova, D.V.; Lester, P.B.; Harms, P.D. Effects of Psychological Capital on Mental Health and Substance Abuse. J. Leadersh. Organ. Stud. 2015, 22, 280–291. [Google Scholar] [CrossRef] [Green Version]
- Veselska, Z.; Geckova, A.M.; Orosova, O.; Gajdosova, B.; Dijk JP, V.; Reijneveld, S.A. Self-esteem and resilience: The connection with risky behavior among adolescents. Addict. Behav. 2009, 34, 287–291. [Google Scholar] [CrossRef] [Green Version]
- Bandura, A. Social foundations of thought and action: A social cognitive theory. J. Appl. Psychol. 1986, 12, 169. [Google Scholar] [CrossRef]
- Luthans, F.; Youssef, C.M.; Avolio, B.J. Psychological Capital; Oxford University Press: New York, NY, USA, 2007. [Google Scholar]
- Hurst, J.E.; Kavanagh, P.S. Life history strategies and psychopathology: The faster the life strategies, the more symptoms of psychopathology. Evol. Hum. Behav. 2016, 38, 1–8. [Google Scholar] [CrossRef]
- Szepsenwol, O.; Simpson, J.A. Attachment within life history theory: An evolutionary perspective on individual differences in attachment. Curr. Opin. Psychol. 2019, 25, 65–70. [Google Scholar] [CrossRef]
- Tanaka, N.; Hasui, C.; Uji, M.; Hiramura, H.; Chen, Z.; Shikai, N.; Kitamura, T. Correlates of the categories of adolescent attachment styles: Perceived rearing, family function, early life events, and personality. Psychiatry Clin. Neurosci. 2008, 62, 65–74. [Google Scholar] [CrossRef]
- Brenning, K.; Soenens, B.; Braet, C.; Bal, S. The role of parenting and mother-adolescent attachment in the intergenerational similarity of internalizing symptoms. J. Youth Adolesc. 2012, 41, 802–816. [Google Scholar] [CrossRef]
- Guo, X. Coping as a Mediator between Parental Attachment and Resilience: An Examination of Differential Effects between Chinese Adolescents From Single Parent Families Versus Those From Intact Families. Psychol. Rep. 2019, 122, 506–524. [Google Scholar] [CrossRef]
- Heinonen, K.; Raikkonen, K.; Keltikangasjarvinen, L.; Strandberg, T.E. Adult attachment dimensions and recollections of childhood family context: Associations with dispositional optimism and pessimism. Eur. J. Personal. 2004, 18, 193–207. [Google Scholar] [CrossRef]
- Jiang, X.; Huebner, E.S.; Hills, K.J. Parent Attachment and Early Adolescents’ Life Satisfaction: The Mediating Effect of Hope. Psychol. Sch. 2013, 50, 340–352. [Google Scholar] [CrossRef]
- Parsa, N.; Yaacob, S.N.; Redzuan, M.R.; Parsa, P.; Esmaeili, N.S. Parental Attachment, Inter-Parental Conflict and Late Adolescent’s Self-Efficacy. Asian Soc. Sci. 2014, 10, 123–131. [Google Scholar] [CrossRef]
- Hayatbakhsh, R.; Clavarino, A.; Williams, G.M.; Bor, W.; Ocallaghan, M.; Najman, J.M. Family structure, marital discord and offspring’s psychopathology in early adulthood: A prospective study. Eur. Child Adolesc. Psychiatry 2013, 22, 693–700. [Google Scholar] [CrossRef]
Variables | N | % |
---|---|---|
Gender | ||
Male | 594 | 70.5 |
Female | 248 | 29.5 |
Education level | ||
Primary school or below | 144 | 17.1 |
Junior high school | 501 | 59.5 |
High school or secondary school | 163 | 19.4 |
College | 24 | 2.9 |
Bachelor’s degree or above | 10 | 1.2 |
Type of drug use | ||
Methamphetamine | 607 | 72.1 |
K powder | 140 | 16.6 |
Heroin | 79 | 9.4 |
other drugs | 16 | 1.9 |
Parents’ marital status | ||
married | 592 | 70.3 |
divorced | 120 | 14.3 |
remarried | 31 | 3.7 |
widowed | 99 | 11.8 |
parental relationships | ||
very good | 353 | 41.9 |
Good | 228 | 27.1 |
moderate | 180 | 21.4 |
poor | 54 | 6.4 |
Very poor | 27 | 3.2 |
M | SD | 1 | 2 | 3 | 4 | |
---|---|---|---|---|---|---|
1. Family Functioning | 3.42 | 0.65 | 1 | |||
2. Relapse Tendency | 1.46 | 0.77 | −0.15 *** | 1 | ||
3. Psychological Capital | 0.17 | 0.03 | 0.18 *** | −0.25 *** | 1 | |
4. Life History Strategy | 0.20 | 0.97 | 0.08 * | −0.01 | 0.27 *** | 1 |
Regression Equation | Overall Model Fit | Regression Coefficient Significance | ||||||
---|---|---|---|---|---|---|---|---|
Outcome | Predictor | R | R2 | F | β | LLCI | ULCI | t |
psychological capital | Gender | 0.34 | 0.12 | 18.53 *** | 0.10 | −0.05 | 0.25 | 1.36 |
Age | 0.00 | −0.01 | 0.01 | 0.56 | ||||
Education level | 0.10 | 0.01 | 0.18 | 2.28 * | ||||
family functioning | 0.15 | 0.09 | 0.22 | 4.61 *** | ||||
life history strategy | 0.29 | 0.22 | 0.36 | 8.48 *** | ||||
family functioning × life history strategy | −0.12 | −0.19 | −0.06 | −3.68 *** | ||||
relapse tendency | Gender | 0.31 | 0.10 | 17.98 *** | −0.34 | −0.48 | −0.19 | −4.61 *** |
Age | 0.00 | −0.01 | 0.01 | 0.21 | ||||
Education level | 0.00 | −0.09 | 0.09 | 0.03 | ||||
psychological capital | −0.23 | −0.30 | −0.17 | −6.89 *** | ||||
family functioning | −0.12 | −0.18 | −0.05 | −3.46 *** |
Life History Strategy Level | Effect Size | Bootstrap Standard Error | t | LLCI | ULCI |
---|---|---|---|---|---|
M − 1SD | 0.27 | 0.05 | 6.00 *** | 0.18 | 0.36 |
M ± 1SD | 0.15 | 0.03 | 4.61 *** | 0.09 | 0.22 |
M + 1SD | 0.03 | 0.05 | 0.61 | −0.06 | 0.12 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Zeng, X.; Tan, C. The Relationship between the Family Functioning of Individuals with Drug Addiction and Relapse Tendency: A Moderated Mediation Model. Int. J. Environ. Res. Public Health 2021, 18, 625. https://doi.org/10.3390/ijerph18020625
Zeng X, Tan C. The Relationship between the Family Functioning of Individuals with Drug Addiction and Relapse Tendency: A Moderated Mediation Model. International Journal of Environmental Research and Public Health. 2021; 18(2):625. https://doi.org/10.3390/ijerph18020625
Chicago/Turabian StyleZeng, Xiaoqing, and Chuyi Tan. 2021. "The Relationship between the Family Functioning of Individuals with Drug Addiction and Relapse Tendency: A Moderated Mediation Model" International Journal of Environmental Research and Public Health 18, no. 2: 625. https://doi.org/10.3390/ijerph18020625
APA StyleZeng, X., & Tan, C. (2021). The Relationship between the Family Functioning of Individuals with Drug Addiction and Relapse Tendency: A Moderated Mediation Model. International Journal of Environmental Research and Public Health, 18(2), 625. https://doi.org/10.3390/ijerph18020625