Directions of the relationship between substance use and depressive symptoms from adolescence to young adulthood.
Open accessAbstract
Purpose Both substance use and depression are common in adolescence and often comorbid. Past research has produced conflicting results on whether there is a temporal relationship and if so, in which direction it operates and how it may vary by sex. The purpose of this paper is to explore the longitudinal, potentially bidirectional, relationships between high-frequency substance use and depressive symptoms from adolescence into young adulthood for males and females.Methods Using data from the National Longitudinal Study of Adolescent to Adult Health we investigated longitudinal associations between high frequency substance use (alcohol, cigarettes, and marijuana) and depressive symptoms. The linear mixed effects models were stratified by sex and used a lagged measure of the dependent variable to test temporal relationships. A random intercept was used for respondent ID.Results Increases in depressive symptoms were significantly associated with a later increase of about a half day in marijuana use frequency for males and nearly a two day increase in smoking frequency for females. Conversely, increases in smoking frequency were significantly associated with approximately a 0.6-point increase for females and 0.4-point increase for males in depressive symptoms at a later wave.Conclusions Results indicate a bidirectional relationship between smoking and depressive symptoms for females. For males, there was evidence supporting self-medication with marijuana and for smoking being associated with later increases in depressive symptoms. Results inform how substance use and depression screening, prevention and treatment efforts should be paired and targeted for males and females.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Another study supported a self-medication hypothesis in male individuals, in which adolescents with higher depressive symptoms at baseline used more cannabis.
“Another study supported a self-medication hypothesis in male individuals, in which adolescents with higher depressive symptoms at baseline used more cannabis.59”
From Association of Cannabis Use in Adolescence and Risk of Depression, Anxiety, and Suicidality in Young Adulthood (2019) · cites this paper as [59]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Fitzmaurice, G. M., Laird, N. M., & Ware, J. H. (2011) · Wiley Series in Probability and Statistics · doi:10.1002/9781119513469 · Cited by 4,639 · see citing works
(2006) · PubMed · Cited by 3,378 · see citing works
The Self-Medication Hypothesis of Substance Use Disorders: A Reconsideration and Recent Applications
Khantzian, E. J. (1997) · Harvard Review of Psychiatry · doi:10.3109/10673229709030550 · Cited by 3,242 · see citing works
Handbook of Adolescent Psychology
(2009) · doi:10.1002/9780470479193 · Cited by 2,938 · see citing works
Sex Differences in Coping Behavior: A Meta-Analytic Review and an Examination of Relative Coping
Tamres, L. K., Janicki, D., & Helgeson, V. S. (2002) · Personality and Social Psychology Review · doi:10.1207/s15327957pspr0601_1 · Cited by 1,807 · see citing works
Youth Risk Behavior Surveillance — United States, 1999
Kann, L. K., Kinchen, S. A., Williams, B. I., Ross, J. G., Lowry, R., Grunbaum, J. A., & Kolbe, L. J. (2000) · Journal of School Health · doi:10.1111/j.1746-1561.2000.tb07252.x · Cited by 1,633 · see citing works
Emotion Regulation and Psychopathology: The Role of Gender
Nolen–Hoeksema, S. (2012) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032511-143109 · Cited by 1,276 · see citing works
Disorders of Childhood and Adolescence: Gender and Psychopathology
Zahn-Waxler, C., Shirtcliff, E. A., & Marceau, K. (2008) · Annual Review of Clinical Psychology · doi:10.1146/annurev.clinpsy.3.022806.091358 · Cited by 1,072 · see citing works
Dynamic Models for Dynamic Theories: The Ins and Outs of Lagged Dependent Variables
Keele, L. J., & Kelly, N. J. (2005) · Political Analysis · doi:10.1093/pan/mpj006 · Cited by 926 · see citing works
Wilhelm, K. A. (1991) · Choice Reviews Online · doi:10.5860/choice.28-3566 · Cited by 857 · see citing works
Trajectories of stressful life events and depressive symptoms during adolescence.
Ge, X., Lorenz, F. O., Conger, R. D., Elder, G. H., & Simons, R. L. (1994) · Developmental Psychology · doi:10.1037/0012-1649.30.4.467 · Cited by 803 · see citing works
Gender differences in emotional responses to interpersonal stress during adolescence
Rudolph, K. D. (2002) · Journal of Adolescent Health · doi:10.1016/s1054-139x(01)00383-4 · Cited by 785 · see citing works
Drug use and the risk of major depressive disorder, alcohol dependence, and substance use disorders.
Brook, D. W., Brook, J. S., Zhang, C., Cohen, P., & Whiteman, M. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.11.1039 · Cited by 527 · see citing works
Youth Risk Behavior Surveillance--United States, 2003
Grunbaum, J. A., Kann, L., Kinchen, S., Ross, J., Hawkins, J., & Lowry, R. (2004) · PsycEXTRA Dataset · doi:10.1037/e307132005-001 · Cited by 477 · see citing works
Tests of Causal Links Between Alcohol Abuse or Dependence and Major Depression
Fergusson, D. M., Boden, J. M., & Horwood, L. J. (2009) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2008.543 · Cited by 475 · see citing works
Nolen–Hoeksema, S. (1990) · Stanford University Press eBooks · doi:10.1515/9781503621640 · Cited by 452 · see citing works
Depressive Symptoms and Cigarette Smoking Among Teens
Goodman, E., & Capitman, J. (2000) · Pediatrics · doi:10.1542/peds.106.4.748 · Cited by 416 · see citing works
Evans, J. A., Frank, B. W., Oliffe, J. L., & Gregory, D. (2011) · Journal of Men s Health · doi:10.1016/j.jomh.2010.09.227 · Cited by 377 · see citing works
The Add Health Study: Design and Accomplishments
Harris, K. M. (2013) · Carolina Digital Repository (University of North Carolina at Chapel Hill) · doi:10.17615/c6tw87 · Cited by 354 · see citing works
Adolescent depression and educational attainment: results using sibling fixed effects
Fletcher, J. M. (2010) · Health Economics · doi:10.1002/hec.1526 · Cited by 353 · see citing works
Which Comes First in Adolescence—Sex and Drugs or Depression?
Hallfors, D. D., Waller, M. W., Bauer, D. J., Ford, C. A., & Halpern, C. T. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2005.06.002 · Cited by 349 · see citing works
Self-citationKann, L. K., Kinchen, S., Shanklin, S. L., Flint, K. H., Hawkins, J., Harris, W. A., Lowry, R., Olsen, E. O., McManus, T., Chyen, D., et al. (2014) · Cited by 327 · see citing works
Chassin, L., Hussong, A. M., Barrera, M., Molina, B. S. G., Trim, R. S., & Ritter, J. (2004) · doi:10.1002/9780471726746.ch21 · Cited by 289 · see citing works
Williams, S. B., O’Connor, E., Eder, M. L., & Whitlock, E. P. (2009) · PEDIATRICS · doi:10.1542/peds.2008-2415 · Cited by 235 · see citing works
Levine, S. Z. (2013) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-012-0650-2 · Cited by 173 · see citing works
The importance of conduct problems and depressive symptoms in predicting adolescent substance use
Henry, B., Feehan, M., McGee, R. O., Stanton, W. R., Moffitt, T. E., & Silva, P. J. (1993) · Research on Child and Adolescent Psychopathology · doi:10.1007/bf00916314 · Cited by 158 · see citing works
Prospective study of risk factors for the initiation of cigarette smoking.
Killen, J. D., Robinson, T. N., Haydel, K. F., Hayward, C., Wilson, D. M., Hammer, L. D., Litt, I. F., & Taylor, C. B. (1997) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.65.6.1011 · Cited by 147 · see citing works
Fleming, C. B., Mason, W. A., Mazza, J. J., Abbott, R. D., & Catalano, R. F. (2008) · Psychology of Addictive Behaviors · doi:10.1037/0893-164x.22.2.186 · Cited by 141 · see citing works
Hedeker, D., Mermelstein, R. J., Berbaum, M. L., & Campbell, R. T. (2009) · Addiction · doi:10.1111/j.1360-0443.2008.02435.x · Cited by 139 · see citing works
Needham, B. L. (2007) · Social Science & Medicine · doi:10.1016/j.socscimed.2007.04.037 · Cited by 135 · see citing works
Testing the self-medication hypothesis of depression and aggression in cannabis-dependent subjects
Arendt, M. C. B. B., Rosenberg, R., Fjordback, L., Brandholdt, J., Foldager, L., Sher, L., & Munk‐Jørgensen, P. (2007) · Psychological Medicine · doi:10.1017/s0033291706009688 · Cited by 125 · see citing works
Prospective study of risk factors for the initiation of cigarette smoking.
Killen, J. D., Robinson, T. N., Haydel, K. F., et al. (1997) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.65.6.1011 · Cited by 113 · see citing works
SURROGATES , META ‐ ANALYSIS AND COST ‐ EFFECTIVENESS MODELLING : A COMBINED ANALYTIC APPROACH
Hawkins, N., Richardson, G., Sutton, A., et al. (2011) · LSHTM Research Online (London School of Hygiene and Tropical Medicine) · doi:10.1002/hec · Cited by 108 · see citing works
Nelson, D. E., Mowery, P., Asman, K., Pederson, L. L., O’Malley, P. M., Malarcher, A. M., Maibach, E. W., & Pechacek, T. F. (2008) · American Journal of Public Health · doi:10.2105/ajph.2007.115931 · Cited by 104 · see citing works
Green, B., & Ritter, C. (2000) · Journal of Health and Social Behavior · doi:10.2307/2676359 · Cited by 98 · see citing works
Self-medication or social learning? A comparison of models to predict early adolescent drinking
Tomlinson, K. L., & Brown, S. A. (2011) · Addictive Behaviors · doi:10.1016/j.addbeh.2011.09.016 · Cited by 76 · see citing works
Schuster, R. M., Mermelstein, R. J., & Wakschlag, L. S. (2012) · Journal of Youth and Adolescence · doi:10.1007/s10964-012-9809-0 · Cited by 73 · see citing works
Hooshmand, S., Willoughby, T., & Good, M. (2011) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2011.05.016 · Cited by 73 · see citing works
Mushquash, A. R., Stewart, S. H., Sherry, S. B., Sherry, D. L., Mushquash, C. J., & MacKinnon, A. L. (2013) · Addictive Behaviors · doi:10.1016/j.addbeh.2012.11.008 · Cited by 70 · see citing works
Substance use among late adolescent urban youths: Mental health and gender influences
Schwinn, T. M., Schinke, S. P., & Trent, D. N. (2009) · Addictive Behaviors · doi:10.1016/j.addbeh.2009.08.005 · Cited by 67 · see citing works
Green, K. M., Zebrak, K. A., Robertson, J. A., Fothergill, K. E., & Ensminger, M. E. (2011) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2011.11.017 · Cited by 60 · see citing works
Depressive Symptoms and Health Risk Among Rural Adolescents
Burns, J. J., Cottrell, L., Perkins, K., Pack, R. P., STANTON, B. F., Hobbs, G. R., Hobby, L., Eddy, D., & Hauschka, A. (2004) · PEDIATRICS · doi:10.1542/peds.113.5.1313 · Cited by 54 · see citing works
Influences of mood variability, negative moods, and depression on adolescent cigarette smoking.
Weinstein, S. M., & Mermelstein, R. J. (2013) · Psychology of Addictive Behaviors · doi:10.1037/a0031488 · Cited by 50 · see citing works
Substance use and depression. Comparative course in adolescents
Chinet, L., Plancherel, B., Bolognini, M., Bernard, M., Laget, J., Daniele, G., & Halfon, O. (2006) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-005-0516-1 · Cited by 43 · see citing works
Repetto, P. B., Zimmerman, M. A., & Caldwell, C. H. (2008) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2008.00566.x · Cited by 35 · see citing works
Use of cigarettes to improve affect and depressive symptoms in a longitudinal study of adolescents
Chaiton, M., Cohen, J. E., O’Loughlin, J. L., & Rehm, J. T. (2010) · Addictive Behaviors · doi:10.1016/j.addbeh.2010.07.002 · Cited by 34 · see citing works
Gender differences in the relationship between affect and adolescent smoking uptake
Audrain-McGovern, J. E., Rodriguez, D., & Leventhal, A. M. (2014) · Addiction · doi:10.1111/add.12797 · Cited by 21 · see citing works
Brook, D. W., Brook, J. S., & Zhang, C. (2014) · Journal of Addictive Diseases · doi:10.1080/10550887.2014.882717 · Cited by 13 · see citing works
Flagged first, then by citations
1 of the 50 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Gobbi, G., Atkin, T., Zytynski, T., Wang, S., Askari, S., Boruff, J., Ware, M., Marmorstein, N., Cipriani, A., Dendukuri, N., et al. (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.4500 · Cited by 914 · see citing works
Childhood Psychiatric Disorders as Risk Factor for Subsequent Substance Abuse: A Meta-Analysis.
Groenman, A. P., Janssen, T. W. P., & Oosterlaan, J. (2017) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2017.05.004 · Cited by 335 · see citing works
Adolescent substance use and its association to sleep disturbances: A systematic review
Kwon, M., Park, E., & Dickerson, S. S. (2019) · Sleep Health · doi:10.1016/j.sleh.2019.06.001 · Cited by 90 · see citing works
Botsford, S. L., Yang, S., & George, T. P. (2020) · The American Journal on Addictions · doi:10.1111/ajad.12963 · Cited by 88 · see citing works
Lipperman‐Kreda, S., Paschall, M. J., Saltz, R. F., & Morrison, C. N. (2017) · Drug and Alcohol Review · doi:10.1111/dar.12537 · Cited by 53 · see citing works
“Although our cross-sectional study cannot determine the direction of these relationships, recent results from a longitudinal study suggest bidirectional relationships between substance use and depression in a non-clinical sample [30].”
ResultMoilanen, K. L., & Lynn Manuel, M. (2019) · Journal of Child and Family Studies · doi:10.1007/s10826-019-01433-5 · Cited by 52 · see citing works
Priesman, E., Newman, R., & Ford, J. A. (2017) · Journal of Psychoactive Drugs · doi:10.1080/02791072.2017.1371362 · Cited by 52 · see citing works
Crane, N. A., Langenecker, S. A., & Mermelstein, R. J. (2021) · Addictive Behaviors · doi:10.1016/j.addbeh.2021.106944 · Cited by 47 · see citing works
Ranjit, A., Korhonen, T., Buchwald, J., Heikkila, K. V., Tuulio‐Henriksson, A., Rose, R. J., Kaprio, J. A., & Latvala, A. (2019) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2019.03.012 · Cited by 43 · see citing works
Keyes, K. M., Hamilton, A. D., Patrick, M. E., & Schulenberg, J. E. (2019) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2019.08.026 · Cited by 39 · see citing works
“Heavy alcohol use is historically correlated with depression [8,9] in part because adolescents may selfmedicate depression symptoms with alcohol and in part because heavy alcohol use may cause or exacerbate symptoms of depression [10].”
BackgroundPurborini, N., Lee, M., Devi, H. M., & Chang, H. (2021) · Journal of the Formosan Medical Association · doi:10.1016/j.jfma.2021.01.016 · Cited by 55 · see citing works
Rhew, I. C., Fleming, C. B., Stoep, A. V., Nicodimos, S., Zheng, C., & McCauley, E. (2017) · Addiction · doi:10.1111/add.13907 · Cited by 38 · see citing works
“For example, one study observed that increases in depression were associated with marijuana use frequency for males, but not females [37].”
BackgroundHe, G., Strodl, E. S., Chen, W., Liu, F., Hayixibayi, A., & Hou, X. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph16122182 · Cited by 38 · see citing works
“Epidemiology studies have indicated that adolescents with higher levels of depressive symptoms tend to encounter increased risk of adverse events such as poor academic performance [2], higher levels of substance use [3], and higher levels of suicide [4].”
BackgroundBidirectionality of smoking and depression in adolescents: a systematic review
Farooqui, M., Shoaib, S., Afaq, H., Quadri, S. A., Zaina, F., Baig, A., Liaquat, A., Sarwar, Z., Zafar, A., & Younus, S. (2022) · Trends in Psychiatry and Psychotherapy · doi:10.47626/2237-6089-2021-0429 · Cited by 40 · see citing works
Cao, R., Gao, T.-T., Ren, H., Hu, Y.-Y., Qin, Z.-Y., Liang, L., Li, C., & Mei, S.-L. (2021) · International Journal of Social Psychiatry · doi:10.1177/0020764021996739 · Cited by 27 · see citing works
“…with immense personal and family suffering, it also causes other adverse outcomes, such as academic failure (Brière et al., 2015), impaired cognitive functions (Vijayakumar et al., 2016), poor interpersonal relationships (Verboom et al., 2014), and substance abuse (Wilkinson et al., 2016).”
BackgroundHall, W., Ruiz Rosado, B., & Chapman, M. (2019) · Journal of Clinical Medicine · doi:10.3390/jcm8070949 · Cited by 32 · see citing works
Effects of Adolescent Cannabis Use on Motivation and Depression: a Systematic Review
Pacheco‐Colón, I., Ramirez, A. R., & González, R. (2019) · Current Addiction Reports · doi:10.1007/s40429-019-00274-y · Cited by 31 · see citing works
Cho, J., Bello, M. S., Christie, N. C., Monterosso, J., & Leventhal, A. M. (2021) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2021.1882552 · Cited by 28 · see citing works
“…previous research has found that adolescent-onset of emotional disorder symptoms (i.e. anxiety or depressive syndrome) predicts young adult substance use and this association generalizes across several different types of emotional disorders (Wilkinson et al., 2016; Wolitzky-Taylor et al., 2012).”
BackgroundPredictive Association of Smoking with Depressive Symptoms: a Longitudinal Study of Adolescent Twins
Ranjit, A., Buchwald, J., Latvala, A., Heikkilä, K., Tuulio-Henriksson, A., Rose, R. J., Kaprio, J., & Korhonen, T. (2019) · Prevention Science · doi:10.1007/s11121-019-01020-6 · Cited by 30 · see citing works
The Link Between Depressive Symptoms and Vaping Nicotine in U.S. Adolescents, 2017–2019
Gorfinkel, L., Hasin, D. S., Miech, R. A., & Keyes, K. M. (2021) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2021.07.003 · Cited by 29 · see citing works
Wang, Y., Duan, Z., Romm, K. F., Ma, Y., Evans, W. D., Bennett, B., Fuß, C., Klinkhammer, K. E., Wysota, C. N., & Berg, C. (2022) · Addictive Behaviours · doi:10.1016/j.addbeh.2022.107422 · Cited by 27 · see citing works
de Boer, N., Vermeulen, J., Lin, B.-C. D., van Os, J., ten Have, M., de Graaf, R., van Dorsselaer, S., Bak, M., Rutten, B., Batalla, A., et al. (2021) · Psychological Medicine · doi:10.1017/s0033291721002968 · Cited by 21 · see citing works
Association between depression and enterovirus infection
Liao, Y., Hsieh, M., Yang, Y., Wang, Y.-C., Tsai, C., Chen, V. C., & Gossop, M. (2017) · Medicine · doi:10.1097/md.0000000000005983 · Cited by 27 · see citing works
“The results suggested that children and adolescents with CNS EV infection were a susceptible group for subsequent depressive disorders.”
Siddik, M. A. B., Hasan, M. N., Mahmud, A., Munmun, M. S., Milad, M. H., Ali, A., Ahmed, Z., & Uddin, M. J. (2023) · PLOS ONE · doi:10.1371/journal.pone.0295143 · Cited by 26 · see citing works
Childhood adversities and mental health outcomes: Does the perception or age of the event matter?
Negriff, S. L. (2020) · Development and Psychopathology · doi:10.1017/s0954579420000048 · Cited by 23 · see citing works
Effects of social media exposure on adolescent sexual attitudes and behavior: A systematic review
Fevriasanty, F. I., Suyanto, B., Soedirham, O., Sugihartati, R., & Ahsan, A. (2021) · International Journal of Public Health Science (IJPHS) · doi:10.11591/ijphs.v10i2.20818 · Cited by 21 · see citing works
Dembo, R., Faber, J., Cristiano, J., DiClemente, R. J., Krupa, J. M., Terminello, A., & Wareham, J. (2017) · Substance Use & Misuse · doi:10.1080/10826084.2017.1310246 · Cited by 19 · see citing works
Zapolski, T. C. B., Rowe, A. T., Fisher, S. D., Hensel, D. J., & Barnes-Najor, J. V. (2018) · Addictive Behaviors · doi:10.1016/j.addbeh.2018.04.010 · Cited by 19 · see citing works
Fertility trajectories and later-life depression among parents in England
Grundy, E. M. D., Read, S., & Väisänen, H. (2019) · Population Studies · doi:10.1080/00324728.2019.1649450 · Cited by 19 · see citing works
“…of known associations between teenage smoking, other risky behaviours—including sexual risktaking—and adolescent mental health (Hale and Viner 2016; Wilkinson et al. 2016; Guleria et al. 2017); and (b) ‘current smoker’ in later life, included because of known associations between smoking and…”
BackgroundMethodFix, R. L., Assini‐Meytin, L. C., & Le, P. D. (2019) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2019.02.015 · Cited by 17 · see citing works
“—Similar to prior research using Add Health, symptoms of depression were measured using nine items from the Center for Epidemiologic Studies Depression Scale [29].”
MethodInfluentialLevy, M. S. (2018) · International Journal for the Advancement of Counselling · doi:10.1007/s10447-018-9341-3 · Cited by 15 · see citing works
Cannabis use among adolescents and young adults during the COVID-19 pandemic: A systematic review
Tang, Y., Kirk, B., Olanrewaju, F. S., Abildso, C. G., Winstanley, E. L., Lilly, C. L., & Rudisill, T. M. (2024) · Drug and Alcohol Dependence Reports · doi:10.1016/j.dadr.2024.100232 · Cited by 14 · see citing works
“Even before the COVID-19 pandemic, adolescents and young adults frequently reported using cannabis to self-medicate and cope with anxiety, depression, isolation, and other psychiatric symptoms (Bonn-Miller et al., 2007; Brodbeck et al., 2007; Wilkinson et al., 2016).”
BackgroundA Sequential Explanatory Mixed Methods Study of Young Adult Tobacco and Marijuana Co-Use
Seaman, E. L., Howard, D. E., Green, K. M., Wang, M. Q., & Fryer, C. S. (2019) · Substance Use & Misuse · doi:10.1080/10826084.2019.1638409 · Cited by 14 · see citing works
Jacobs, W., Qin, W. A., Riley, T. N., Parker, E. S., Owora, A. H., & Leventhal, A. M. (2024) · Addictive Behaviors · doi:10.1016/j.addbeh.2024.107979 · Cited by 13 · see citing works
Wheldon, C., & Wiseman, K. P. (2020) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntaa268 · Cited by 11 · see citing works
Kim, H. H., & Ahn, S. J. (2016) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2016.0155 · Cited by 13 · see citing works
“43 Due to the right-tailed skewed distribution, individual responses are log transformed.”
Sanz-Pérez, A., Serrano, D. R., Fraguas‐Sánchez, A. I., Pardo, M. D. C., de León, J. M. R. S., Estupiñá, F. J., Pérez, T., & González‐Burgos, E. (2025) · Addictive Behaviors · doi:10.1016/j.addbeh.2025.108528 · Cited by 12 · see citing works
Areba, E. M., Watts, A. W., Larson, N., Eisenberg, M. E., & Neumark‐Sztainer, D. (2020) · American Journal of Orthopsychiatry · doi:10.1037/ort0000482 · Cited by 12 · see citing works
“Longitudinal studies indicate that adolescent substance use can persist into young adulthood (Schuler et al., 2015; Wilkinson et al., 2016) and disparities are evident along levels of academic achievement and socioeconomic status (Widome et al.”
BackgroundHalladay, J., Sunderland, M., Chapman, C., Repchuck, R., Georgiades, K., Boak, A., Hamilton, H. A., & Slade, T. N. (2024) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-024-02619-z · Cited by 11 · see citing works
“Regardless of the independent trends, adolescents who used substances were consistently more likely to experience psychological distress with co-occurrence often relating to poorer functioning and prognosis [12–16].”
BackgroundAugustyn, M. B., Fulco, C. J., & Henry, K. L. (2018) · Journal of Youth and Adolescence · doi:10.1007/s10964-017-0805-2 · Cited by 11 · see citing works
“However, this evidence varies depending on substance type (e.g., cigarettes vs. marijuana; Wilkinson et al. 2016; Womack et al. 2016).”
BackgroundFine, S. L., Blum, R. W., Bass, J., Lulebo, A., Pinandari, A. W., Stones, W. R., Wilopo, S. A., Zuo, X., & Musci, R. J. (2022) · Development and Psychopathology · doi:10.1017/s0954579422000384 · Cited by 10 · see citing works
“…aggression as a victim or perpetrator (Copeland et al., 2013; Gibb et al., 2011; Sigurdson et al., 2015) and drug and alcohol use (Gobbi et al., 2019; Silins et al., 2018; Wilkinson et al., 2016), are predictive of a range of negative mental health and psychosocial outcomes in adulthood.”
BackgroundHestetun, I., Svendsen, M. V., & Oellingrath, I. M. (2019) · Nordic Journal of Psychiatry · doi:10.1080/08039488.2019.1653964 · Cited by 10 · see citing works
“One possible explanation for the associations between substance use and depressive symptoms is that depressive symptoms lead to adolescent self-medication [22], and that girls, in that respect, often choose traditional intoxicants like alcohol while boys choose illegal substances.”
BackgroundWellman, R. J., Chaiton, M., Morgenstern, M., & O’Loughlin, J. L. (2019) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2019.10.001 · Cited by 6 · see citing works
Lv, J., Guo, X., Meng, C. D., Fei, J., Ren, H., Zhang, Y., Qin, Z., Hu, Y., Yuan, T., Liang, L., et al. (2022) · Public Health · doi:10.1016/j.puhe.2022.04.017 · Cited by 6 · see citing works
Lanza, H. I. (2021) · Journal of Research on Adolescence · doi:10.1111/jora.12610 · Cited by 6 · see citing works
Gaiha, S. M., Wang, M., Baiocchi, M., & Halpern‐Felsher, B. L. (2024) · Addictive Behaviors · doi:10.1016/j.addbeh.2024.108076 · Cited by 5 · see citing works
Co-occurring addictive behaviors: an analysis of risk profiles among university students
Kairouz, S., Dussault, F., & Monson, E. (2017) · Addiction Research & Theory · doi:10.1080/16066359.2017.1348499 · Cited by 5 · see citing works
“05 1 Unger et al. 2014; Wellman et al. 2014; Wilkinson et al. 2016).”
Wilson, K. L., Boettner, B. L., Bai, P., Wagner, D. D., Ford, J. L., Browning, C. R., & Way, B. M. (2025) · Anxiety Stress & Coping · doi:10.1080/10615806.2025.2507094 · Cited by 4 · see citing works
“Major depression is also a risk factor for cannabis use (Abraham & Fava, 1999; Crane et al., 2021; Markou et al., 1998; Wilkinson et al., 2016).”
Halladay, J. E., Sunderland, M., Newton, N. C., Lynch, S. J., Chapman, C., Stapinski, L. A., Andrews, J. L., Birrell, L., Teesson, M., & Slade, T. N. (2024) · Psychological Medicine · doi:10.1017/s0033291724002897 · Cited by 4 · see citing works
“…is common among adolescents in school (Halladay, MacKillop, Munn, Amlung, & Georgiades, 2022) and co-occurrence is related to greater severity, complexity, and poorer treatment outcomes (Baker et al., 2007; Brière, Rohde, Seeley, Klein, & Lewinsohn, 2014; Wilkinson, Halpern, & Herring, 2016).”
Clark, S. L., Dodd, C. G., Mitchell, T. B., Ingram, S. J., Armstrong, G. M., Jha, M. K., Soares, J. C., Smith, M., Minhajuddin, A., Slater, H., et al. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.08.128 · Cited by 4 · see citing works
Lo, C. C., Yang, F., Ash-Houchen, W., & Cheng, T. C. (2017) · Substance Use & Misuse · doi:10.1080/10826084.2017.1400062 · Cited by 4 · see citing works
Hamza, D. M., Greenshaw, A. J., Hamza, S. M., & Silverstone, P. H. (2019) · British Journal of Guidance and Counselling · doi:10.1080/03069885.2019.1686121 · Cited by 3 · see citing works
“For example, some evidence suggests that substance misuse contributes to the development of mental illnesses, such as depression, anxiety, or psychosis, while other evidence suggests that mental illness acts as a catalyst that drives individuals to use substances (Gobbi et al., 2019; Wilkinson et al., 2016).”
BackgroundProfiles of Substance Use in Adolescents With Severe Obesity
Becnel, J. N., Giano, Z. D., Williams, A. L., & Merten, M. J. (2020) · Youth & Society · doi:10.1177/0044118x20968389 · Cited by 3 · see citing works
“That is, smoking has been linked to depressive symptoms for girls and marijuana for boys (Wilkinson et al., 2016).”
BackgroundDyar, C., Bradley, H. M., Morgan, E., Sullivan, P. S., & Mustanski, B. S. (2020) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2020.81.790 · Cited by 3 · see citing works
“Although this suggests a bidirectional association between depressive symptoms and substance use, several studies have failed to find evidence of bidirectionality (Bell & Britton, 2014; Feingold et al., 2015; Wilkinson et al., 2016).”
BackgroundResultvan Seters, M. L. F. M., Rasing, S. P. A., Huvenaars, M. J., Vermulst, A. A., Bodden, D. H. M., & Stikkelbroek, Y. A. J. (2024) · Internet Interventions · doi:10.1016/j.invent.2024.100776 · Cited by 3 · see citing works
“Depression is associated with a high comorbidity such as substance abuse (Wilkinson et al., 2016), high suicidal risk (Portzky and Van Heeringen, 2009), poor academic performance and social functioning (Verboom et al., 2014) and a high risk of recurrence (Birmaher and Brent, 2007) making effective…”
BackgroundBerg, K. A. (2025) · Journal of Community Psychology · doi:10.1002/jcop.23180 · Cited by 3 · see citing works
Evaluating alcohol and marijuana use among emerging adult males via analysis of text messages
Pizzicato, L. N., Barbour, R. C., & Kershaw, T. (2019) · Substance Use & Misuse · doi:10.1080/10826084.2019.1594902 · Cited by 3 · see citing works
Characterizing the polytobacco behaviors of sexual minority young adult college students
Hinds, J. T., Loukas, A., & Perry, C. L. (2020) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2020.108126 · Cited by 3 · see citing works
Risbud, R. D., Guyer, A. E., Robins, R. W., & Hastings, P. D. (2024) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-024-01251-4 · Cited by 2 · see citing works
“Some evidence indicates that the self-medication pathway is more common in young women (Pedrelli et al., 2018; Wilkinson et al., 2016), with women being more likely than men to drink alcohol as a way to cope with emotional distress (Peltier et al., 2019).”
Bell, L. M., Verdezoto, C. S., Lardier, D. T., Herrera, A., Garcia‐Reid, P., & Reid, R. J. (2025) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-025-02313-z · Cited by 2 · see citing works
Chung, J. Y. C., Stjepanović, D., Cheng, B., Lim, C. C. W., Hall, W., Connor, J. P., & Chan, G. (2025) · Addiction · doi:10.1111/add.70218 · Cited by 2 · see citing works
Rose, A. L., Single, A. N., Goldstein, A. L., Goldberg, J. O., & Keough, M. T. (2024) · SAGE Open · doi:10.1177/21582440241282182 · Cited by 2 · see citing works
“…instance, one prospective study supporting the vulnerability model found that teen men with higher depressive symptoms at baseline subsequently used more cannabis later on, with the study having followed participants until they were within the 24-to 32-year-old age range (Wilkinson et al., 2016).”
Torchyan, A. A., Bosma, H., & Houkes, I. (2022) · Journal of Substance Use · doi:10.1080/14659891.2022.2084787 · Cited by 2 · see citing works
“In addition, longitudinal studies show that poor mental health can predict tobacco, alcohol, and cannabis use among adolescents (Bierhoff et al., 2019; Danzo et al., 2017; Parrish et al., 2016; Schleider et al., 2019; Wilkinson et al., 2016).”
BackgroundLove, B., Vetere, A., & Davis, P. W. (2020) · Drugs and Alcohol Today · doi:10.1108/dat-04-2020-0023 · Cited by 2 · see citing works
Differentiating Patterns of Vaping, Alcohol, and Cannabis Use Among Early Adolescents
Shahid, H., Heffer, T., Borg, M. E., Buma-Wiens, A., & Willoughby, T. (2022) · The Journal of Early Adolescence · doi:10.1177/02724316221116043 · Cited by 2 · see citing works
“Depressive symptoms also are a risk factor for vaping and other substance use in adolescents (Lechner et al., 2017; Wilkinson et al., 2016).”
BackgroundDembo, R., Krupa, J. M., Wareham, J., Faber, J., DiClemente, R. J., & Schmeidler, J. (2019) · Mental Health and Addiction Research · doi:10.15761/mhar.1000183 · Cited by 2 · see citing works
“When examining sex differences, most studies find the relationship between depression and marijuana use is stronger for boys, than girls [24,25].”
BackgroundNavarro, M. C., Galesne, C., Bailhache, M., Moulin, F., Davisse, C., Falissard, B., Vandentorren, S., Warszawski, J., Vuillermoz, C., Descarpenty, A., et al. (2024) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2024.07.018 · Cited by 1 · see citing works
Ihongbe, F. A., Ihongbe, T. O., Masho, S. W., & Petrov, K. (2017) · Journal of Substance Use · doi:10.1080/14659891.2017.1358306 · Cited by 1 · see citing works
Dating Violence Victimization and Substance Use: Do Genes Play a Role?
Yohros, A. (2017) · Journal of International Crisis and Risk Communication Research
The efficacy of multimodal intervention program on mental health states
Florendo, H. B., & del Rosario, J. V. (2021) · International Journal of Public Health Science (IJPHS) · doi:10.11591/ijphs.v10i4.20833
Ruppe, N. M., Clawson, A. H., Nwankwo, C. N., Traino, K. A., Bakula, D. M., Sharkey, C. M., & Mullins, L. L. (2023) · Substance Use & Misuse · doi:10.1080/10826084.2023.2223260
“…20 to 30% of adolescents who experience depressive disorders go on to develop comorbid substance use disorders (Birmaher et al., 1996); and this comorbidity may develop from emerging adults using cannabis as a mechanism for coping with their depressive symptoms (Wilkinson et al., 2016).”
BackgroundResultSingh, S., Borkenhagen, D., Dimitropoulos, G., & Arnold, P. D. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4949535
Botsford, S. L., Yang, S., & George, T. P. (2025) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1176/appi.focus.25023010
Lawrence, T. I., Otto, E., Brown, D., Belle, A., Amador, B., & Smith, M. (2025) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-025-01562-7
“These comorbidities are concerning because they prolong recovery from substance use and further perpetuate depressive symptoms (Wilkinson et al., 2016a).”
Karthik, R. K., Haney‐Caron, E., & Allwood, M. A. (2025) · Substance Use & Misuse · doi:10.1080/10826084.2025.2575437
“…variables such as sex, race, and ethnicity, the dataset did not include key psychosocial or contextual factors such as peer substance use or broader mental health symptoms beyond PTSD that have been linked to the trauma-substance relationship (Keyzers et al., 2020; Wilkinson et al., 2016).”
Association of Frequent Cannabis Use and Symptoms of Depression among Black College Students
Floyd, L. J. (2025) · Substance Use & Misuse · doi:10.1080/10826084.2025.2586251
“Additionally, empirical findings suggest the relationship between depression and cannabis use may differ for males and females (Crane et al., 2015; Kozak et al., 2021; Wilkinson et al., 2016).”
Halonen, J., Halt, A., Hakko, H. H., Riipinen, P. K., & Riala, K. (2025) · European Addiction Research · doi:10.1159/000549944
Chen, M., Zhou, Q., & Gong, H. (2026) · Applied Research in Quality of Life · doi:10.1007/s11482-026-10559-w
“From a developmental cascade perspective, childhood deprivation, abuse, and addictive behaviors can significantly increase the risk for depression (Golm et al., 2020; Lee & Song, 2017; Wilkinson et al., 2016).”
Childhood Maltreatment, Emotion Regulation, and Substance Use Among Youth Experiencing Homelessness
Tyler, K. A. (2026) · Journal of Child & Adolescent Substance Use · doi:10.1080/29973368.2026.2651549
“…coping resources, coupled with a premature entrance into the adult world without opportunities to develop effective coping skills (MacLean et al., 1999) may result in many youth using sub-stances to alleviate negative affect (Tripp et al., 2015) and acute emotional pain (Wilkinson et al., 2016)”
Bellmont-Olson, L. M., Wright, M., Müller‐Oehring, E. M., Baker, F. C., Kiss, O., Pohl, K. M., Gotlib, I. H., & Schulte, T. (2026) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2026.101129
Corpus-Espinosa, C. A., Fadden, I. M., Cossío-Torres, P. E., & Lima‐Serrano, M. (2026) · Translational Behavioral Medicine · doi:10.1093/tbm/ibag048
Racial disparities in substance use among youth involved in bullying in Canada: A brief report
Singh, S., Borkenhagen, D., Salami, B., Dimitropoulos, G., & Arnold, P. D. (2026) · Journal of Ethnicity in Substance Abuse · doi:10.1080/15332640.2026.2710768
Early Adversity and Mental Health: Challenges Facing Latinx Students in Higher Education
Montemayor, B. N., Flores, S. A., Trautmann, A., Hassan, A., Sheerin, C. M., & Moreno, O. (2026) · NASPA Journal · doi:10.1080/19496591.2026.2712212
“Though these associations align with existing literature (Bailey et al., 2019; Wilkinson et al., 2016), the persistence of alcohol use as a significant correlate of depressive symptoms, even after accounting for demographic differences, underscores the complexity of this relationship.”
Şirin, H., Sivri, İ., Akdağ, B., & Uzun, M. E. (2026) · Uludağ Üniversitesi Tıp Fakültesi Dergisi · doi:10.32708/uutfd.1981618
Montag, C., Kiefer, M., Connemann, B. J., Kammer, T., & Sanwald, S. (2026) · BMC Psychiatry · doi:10.1186/s12888-026-08743-1
“Comorbidities at the beginning of treatment could be relevant for depression development, course, treatment and associated changes of underlying biological markers of depression [77, 79].”
- Authors
- Wilkinson, A. L., Halpern, C. T., & Herring, A. H.
- Affiliations
- University of North Carolina at Chapel Hill (US)
- Corresponding author
- Wilkinson, Andra L.
- Venue
- Addictive Behaviors
- Publisher
- Elsevier BV
- Published
- 2016-09
- Volume
- 60
- Pages
- 64-70
- ISSN
- 0306-4603 (ISSN-L)
- PMC
- PMC4884464
- OpenAlex
- W2319206175
- Cited by
- 88
- References
- 50
- Citations by year
- 2026: 9 · 2025: 10 · 2024: 11 · 2023: 2 · 2022: 6 · 2021: 9 · 2020: 8 · 2019: 18 · 2018: 4 · 2017: 10 · 2016: 1
- FWCI
- 10.32
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Addictive Behaviors (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Carolina Population Center (T32 HD007168, R24 HD050924)
- National Institute on Drug Abuse (F31DA036961)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01 HD057046, P01-HD31921)
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- substance use, depressive symptoms, adolescent depression, early adulthood, bidirectional relationship, temporal relations, sex differences, cannabis use, smoking, alcohol consumption, self-medication, adolescent to adult health
- MeSH terms
- Cigarette Smoking, Adolescent, Adolescent Behavior, Adult, Age Factors, Alcohol Drinking, Depressive Disorder, Female, Humans, Longitudinal Studies, Male, Marijuana Smoking, Prospective Studies, Sex Factors, United States, Comorbidity, Young Adult, Binge Drinking
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review