The current study tested between-person hypotheses that global negative affect, friendship intimacy, and close friend drug use predict increased substance use, and the within-person hypothesis that friendship intimacy and close friend substance use moderate the temporal relationship between daily negative affect and subsequent substance use (i.e., self-medication). Experience sampling methodology captured daily variations in mood and substance use, and multilevel modeling techniques were used to parse between- versus within-person effects. Findings supported between-person hypotheses that greater negative affect and lower friendship intimacy predicted greater substance use, and a consistent trend indicated that friendship intimacy and close friend drug use interact to predict substance use overall (though not for self-medication). Risk and protective mechanisms indicate that the effect of friendship intimacy on adolescent use depends on close friend drug use.
ArmeliS.TennenH.ToddM.CarneyM. A.MohrC.AffleckG.HromiA. (2003). A daily process examination of the stress-response dampening effects of alcohol consumption. Psychology of Addictive Behaviors, 17, 266–276. doi:10.1037/0893-164X.17.4.266
2.
BakerT. B.PiperM. E.McCarthyD. E.MajeskieM. R.FioreM. C. (2004). Addiction motivation reformulated: An affective processing model of negative reinforcement. Psychological Review, 111, 33–51. doi:10.1037/0033-295X.111.1.33
3.
BanduraA. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs, NJ: Prentice-Hall, Inc.
4.
BarreraM.ChassinL.RogoschF. (1993). Effects of social support and conflict on adolescent children of alcoholic and nonalcoholic fathers. Journal of Personality and Social Psychology, 64, 602–612. doi:10.1037/0022-3514.64.4.602
5.
BolgerN.DavisA.RafaeliE. (2003). Diary methods: Capturing life as it is lived. Annual Review of Psychology, 54, 579–616. doi:10.1146/annurev.psych.54.101601.145030
6.
BrykA. S.RaudenbushS. W. (1987). Application of hierarchical linear models to assessing change. Psychological Bulletin, 101, 147–158. doi:10.1037/0033-2909.101.1.147
7.
BuhrmesterD.FurmanW. (1987). The development of companionship and intimacy. Child Development, 58, 1101–1113. doi:10.2307/1130550
8.
ChassinL.RitterJ.TrimR. S.KingK. M. (2003). Adolescent substance use disorders. In MashE. J.BarkleyR. A. (Eds.), Child Psychopathology (2nd ed., pp. 199–230). New York, NY: The Guilford Press.
9.
ChassinL.RogoschF.BarreraM. (1991). Substance use and symptomotology among adolescent children of alcoholics. Journal of Abnormal Psychology, 100, 449–463. doi:10.1037/0021-843X.100.4.449
10.
ClevelandH. H.HarrisK. S. (2010). The role of coping in moderating within-day associations between negative triggers and substance use cravings: A daily diary investigation. Addictive Behaviors, 35, 60–63. doi:10.1016/j.addbeh.2009.08.010
11.
CoombsR. H.PaulsonM. J.RichardsonM. A. (1991). Peer vs. parental influence in substance use among Hispanic and Anglo children and adolescents. Journal of Youth and Adolescence, 20, 73–88. doi:10.1007/BF01537352
12.
CooperM. L.FroneM. R.RussellM.MudarP. (1995). Drinking to regulate positive and negative emotions: A motivational model of alcohol use. Journal of Personality and Social Psychology, 69, 990–1005. doi:10.1037/0022-3514.69.5.990
13.
CooperM. L.RussellM.GeorgeW. H. (1988). Coping, expectancies, and alcohol abuse: A test of social learning formulations. Journal of Abnormal Psychology, 97, 218–230. doi:10.1037/0021-843X.97.2.218
14.
CooperM. L.RussellM.SkinnerJ. B.FroneM. R.MudarP. (1992). Stress and alcohol use: Moderating effects of gender, coping, and alcohol expectancies. Journal of Abnormal Psychology, 101, 139–152. doi:10.1037/0021-843X.101.1.139
15.
CrookeA. H. D.ReidS. C.KauerS. D.McKenzieD. P.HearpsS. J. C.KhorA. S.ForbesA. B. (2013). Temporal mood changes associated with different levels of adolescent drinking: Using mobile phones and experience sampling methods to explore motivations for adolescent alcohol use. Drug and Alcohol Review, 32, 262–268. doi:10.1111/dar.12034
16.
CurranP. J.BauerD. J.WilloughbyM. T. (2006). Testing and probing interactions in hierarchical linear growth models. In BergemanC. S. (Ed.), Methodological issues in aging research (pp. 99−129). Mahwah, NJ: Lawrence Erlbaum Associates Publishers.
17.
EnnettS. T.BaumanK. E.HussongA. M.FarisR.FosheeV. A.CaiL.DuRantR. H. (2006). The peer context of adolescent substance use: Findings from social network analysis. Journal of Research on Adolescence, 16, 159–186. doi:10.1111/j.1532-7795.2006.00127.x
18.
Feagans GouldL.HershM. A.HussongA. M. (2007, April). Self-medication in adolescence: Examining sub-populations at risk. Poster presented at the biennial meeting of the Society for Research in Child Development, Boston, MA.
19.
FurmanW.BuhrmesterD. (1985). Children’s perceptions of the personal relationships in their social networks. Developmental Psychology, 21, 1016–1024. doi:10.1037/0012-1649.21.6.1016
20.
GottfredsonN. C.HussongA. M. (2011). Parental involvement protects against self- medication behaviors during the high school transition. Addictive Behaviors, 36, 1246–1252.
21.
GouldL. F.HussongA. M.HershM. A. (2012). Emotional distress may increase risk for self-medication and lower risk for mood-related drinking consequences in adolescents. The International Journal of Emotional Education, 4, 6–24.
22.
GrahamJ. W.OlchowskiA. E.GilreathT. D. (2007). How many imputations are really needed? Some practical clarifications of multiple imputation theory. Prevention Science, 8, 206–213. doi:10.1007/s11121-007-0070-9.
23.
HershM. A.HussongA. M. (2009). The association between observed parental emotion socialization and adolescent self-medication. Journal of Abnormal Child Psychology: An Official Publication of the International Society for Research in Child and Adolescent Psychopathology, 37, 493–506. doi: 10.1007/s10802-008-9291-z
24.
HoldenM. G.BrownS. A.MottM. A. (1988). Social support network of adolescents: Relation to alcohol abuse. American Journal of Drug and Alcohol Abuse, 14, 487–498. doi:10.3109/00952998809001566
25.
HussongA. M. (2000). Perceived peer context and adolescent adjustment. Journal of Research on Adolescence, 10, 391–415. doi:10.1207/SJRA1004_02
26.
HussongA. M. (2002). Differentiating peer contexts and risk for adolescent substance use. Journal of Youth and Adolescence, 13, 207–220. doi:10.1023/A:1015085203097
27.
HussongA. M. (2003). Social influences in motivated drinking among college students. Psychology of Addictive Behaviors, 17, 142–150. doi:10.1037/0893-164X.17.2.142
28.
HussongA. M.Feagans GouldL.HershM. A. (2008). Conduct problems moderate self-medication and mood-related drinking consequences in adolescents. Journal of Studies on Alcohol and Drugs, 69, 296–307. Retrieved fromhttp://www.ncbi.nlm.nih.gov/pmc/
29.
HussongA. M.HicksR. E. (2003). Affect and peer context interactively impact adolescent substance use. Journal of Abnormal Child Psychology, 31, 413–426. doi:10.1023/A:1023843618887
30.
HussongA. M.HicksR. E.LevyS. A.CurranP. J. (2001). Specifying the relations between affect and heavy alcohol use among young adults. Journal of Abnormal Psychology, 110, 449–461. doi:10.1037/0021-843X.110.3.449
31.
KaplanH. B. (1980). Deviant behavior in defense of self. San Diego, CA: Academic Press.
32.
KasselJ. D.HussongA. M.WardleM. C.VeilleuxJ. C.HeinzA.GreensteinJ. E.EvattD. P. (2010). Affective influences in drug use etiology. In ScheierL. M. (Ed.), Handbook of drug use etiology: Theory, methods, and empirical findings. (pp. 183–205). Washington, DC: American Psychological Association.
33.
KhantzianE. J. (1997). The self-medication hypothesis of substance use disorders: A reconsideration and recent applications. Harvard Review of Psychiatry, 4, 231–244. doi:10.3109/10673229709030550
34.
KhantzianE. J. (2003). Understanding addictive vulnerability: An evolving psychodynamic perspective. Neuro-Psychoanalysis, 5, 5–21.
35.
LarsonR. W.MaryseR. H. (1994). Family emotions: Do young adolescents and their parents experience the same states?Journal of Research on Adolescence, Special Issue: Affective Processes in Adolescence, 4, 567–583.
36.
LifrakP. D.McKayJ. R.RostainA.AltermanA. I.O’BrienC. P. (1997). Relationship of perceived competencies, perceived social support, and gender to substance use in adolescents. Journal of the American Academy of Child and Adolescent Psychiatry, 36, 933–940. doi:10.1097/00004583-199707000-00015
37.
LubinB.ZuckermanM.HansonP. G.ArmstrongT.RinckC. M.SeeverM. (1986). Reliability and validity of the multiple affect adjective check list- revised. Journal of Psychopathology and Behavioral Assessment, 8, 103–117. doi:10.1007/BF00963575
38.
MacNeilG.KaufmanA. V.DresslerW. W.LeCroyG. W. (1999). Psychosocial moderators of substance use among middle school-aged adolescents. Journal of Drug Education, 29, 25–39. doi:10.2190/49R9-08GD-ECUH-DXAE
39.
MuthénL. K.MuthénB. O. (1998). Mplus user’s guide. Los Angeles, CA: Muthén& Muthén.
40.
ParkC. L.ArmeliS.TennenH. (2004). The daily stress and coping process and alcohol use among college students. Journal of Studies on Alcohol, 65, 126–135.
41.
PikoB. (2000). Perceived social support from parents and peers: Which is the stronger predictor of adolescent substance use?Substance Use & Misuse, 35, 617–630. doi:10.3109/10826080009147475
42.
PrinsteinM. J.DodgeK. A. (2008). Current issues in peer influence research. In PrinsteinM. J.DodgeK. A. (Eds.), Understanding peer influence in children and adolescents. (pp. 3–13). New York, NY: Guilford Press.
43.
RässlerS.RubinD. B.SchenkerN. (2008). Incomplete data: Diagnosis, imputation, and estimation. In de LeeuwE. D.HoxJ. J.DillmanD. A. (Eds.), International handbook of survey methodology. (pp. 370–386). New York, NY: Taylor & Francis Group/Lawrence Erlbaum Associates.
44.
ReimullerA. N.ShadurJ.HussongA. M. (2011). Parental social support as a moderator of self-medication in adolescents. Addictive Behaviors, 36, 203–208.
45.
SAS Institute Inc. (2009). SAS documentation, Version 9.2. Cary, NC: SAS Institute Inc.
46.
SchwartzJ. E.StoneA. A. (1998). Strategies for analyzing ecological momentary assessment data. Health Psychology, 17, 6–16.
47.
SteinbergL.DahlR.KeatingD.KupferD. J.MastenA. S.PineD. S. (2006). The study of developmental psychopathology in adolescence: Integrating affective neuroscience with the study of context. In CicchettiD.CohenD. J. (Eds.), Developmental psychopathology, vol 2: Developmental neuroscience (2nd ed., pp. 710–741). Hoboken, NJ: John Wiley & Sons Inc.
48.
SticeE.KirzJ.BorbelyC. (2002). Disentangling adolescent substance use and problem use within a clinical sample. Journal of Adolescent Research, 17, 122–142. doi:10.1177/0743558402172002
49.
Substance Abuse and Mental Health Services Administration. (2009). Results from the 2008 national survey on drug use and health: National findings (Office of Applied Studies, NSDUH Series H-36, HHS Publication No. SMA 09-4434). Rockville, MD.
50.
SwendsenJ. D.TennenH.CarneyM. A.AffleckG.WillardA.HromiA. (2000). Mood and alcohol consumption: An experience sampling test of the self-medication hypothesis. Journal of Abnormal Psychology, 109, 198–204. doi:10.1037/0021-843X.109.2.198
51.
TennenH.AffleckG.CoyneJ. C.LarsenR. J.DeLongisA. (2006). Paper and plastic in daily diary research: Comment on Green, Rafaeli, Bolger, Shrout, and Reis (2006). Psychological Methods, 11, 112–118. doi:10.1037/1082-989X.11.1.112
52.
UrbergK.GoldsteinM. S.ToroP. A. (2005). Supportive relationships as a moderator of the effects of parent and peer drinking on adolescent drinking. Journal of Research on Adolescents, 15, 1–19. doi:10.1111/j.1532-7795.2005.00084.x
53.
UrbergK. A.DeğirmencioğluS. M.PilgrimC. (1997). Close friend and group influence on adolescent cigarette smoking and alcohol use. Developmental Psychology, 33, 834–844. doi:10.1037/0012-1649.33.5.834
54.
WillsT. A. (1990). Multiple networks and substance use. Journal of Social & Clinical Psychology, 9, 78–90.
55.
WillsT. A.ReskoJ. A.AinetteM. G.MendozaD. (2004). Role of parental support and peer support in adolescent substance use: A test of mediated effects. Psychology of Addictive Behaviors, 18, 122–134. doi:10.1037/0893-164X.18.2.122
56.
WillsT. A.ShiffmanS. (1985). Coping and substance use: A conceptual framework. In ShiffmanS.WillsT. A. (Eds.), Coping and substance use (pp. 3–24). New York, NY: Academic Press.
57.
WillsT. A.VaughanR. (1989). Social support and substance use in early adolescence. Journal of Behavioral Medicine, 12, 321–339. doi:10.1007/BF00844927
58.
WindleM. (1994). A study of friendship characteristics and problem behaviors among middle adolescents. Child Development, 65(6), 1764–1777. doi:10.1007/BF00844927
