Abstract:
:The goal of this article is to describe models to examine change over time with an outcome that represents a count, such as the number of alcoholic drinks per day. Common challenges encountered with this type of data are: (1) the outcome is discrete, may have a large number of zeroes, and may be overdispersed, (2) the data are clustered (multiple observations within each individual), (3) the researchers needs to carefully consider and choose an appropriate time metric, and (4) the researcher needs to identify both a proper individual (potentially nonlinear) change model and an appropriate distributional form that captures the properties of the data. In this article, we provide an overview of generalized linear models, generalized estimating equation models, and generalized latent variable (mixed-effects) models for longitudinal count outcomes focusing on the Poisson, negative binomial, zero-inflated, and hurdle distributions. We review common challenges and provide recommendations for identifying an appropriate change trajectory while determining an appropriate distributional form for the outcome (e.g., determining zero-inflation and overdispersion). We demonstrate the process of fitting and choosing a model with empirical longitudinal data on alcohol intake across adolescence collected as part of the National Longitudinal Survey of Youth 1997.
journal_name
Addict Behavjournal_title
Addictive behaviorsauthors
Grimm KJ,Stegmann Gdoi
10.1016/j.addbeh.2018.09.016subject
Has Abstractpub_date
2019-07-01 00:00:00pages
4-15eissn
0306-4603issn
1873-6327pii
S0306-4603(18)31017-7journal_volume
94pub_type
杂志文章abstract::To investigate the alcohol consumption in later life in Brazil and its association with socio-demographic characteristics. This study was a cross-sectional analysis of nationally representative survey data. A multistage cluster sampling procedure was used to select 3007 individuals of 14 years of age and older from th...
journal_title:Addictive behaviors
pub_type: 杂志文章,多中心研究
doi:10.1016/j.addbeh.2008.07.004
更新日期:2008-12-01 00:00:00
abstract::With the uptake of cigarette smoking hypothesised to occur through a series of contemplation and action stages, we sought to investigate what factors are associated with the contemplation of smoking among secondary school students in Queensland, Australia. A series of four cross-sectional surveys were conducted among ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2005.04.007
更新日期:2006-01-01 00:00:00
abstract::Risky sexual behaviors (RSB) frequently occur in the context of alcohol use and are associated with distinct drinking motives among college students. Use of alcohol protective behavioral strategies (PBS) is associated with reductions in alcohol use and related problems, which may extend to alcohol-related RSB. Moreove...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2019.01.009
更新日期:2019-06-01 00:00:00
abstract::Nonmedical benzodiazepine use is common among adults with opioid use disorder; however, little is known about this co-occurrence. Anxiety sensitivity-the fear of anxiety symptoms and sensations-motivates behaviors to escape and avoid distressing states, and accordingly is associated with coping motives for substance u...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2016.08.020
更新日期:2017-02-01 00:00:00
abstract::Current cigarette smoking combined with ever use of other tobacco products (lifetime polytobacco use) is important to examine as users may be at greater risk for illicit drug use, nicotine addiction, and adverse health outcomes. We determined estimates and patterns of lifetime polytobacco use and conducted multivariab...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2009.06.009
更新日期:2009-12-01 00:00:00
abstract::This study tested the role of affect lability and disinhibition in mediating associations between PTSD symptoms and two forms of alcohol-related problems, dependence syndrome symptoms (e.g., impaired control over consumption) and conduct problems (e.g., assault, risk behaviors). Genotype at the serotonin transporter l...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2016.08.044
更新日期:2017-01-01 00:00:00
abstract:AIMS:To explore reciprocal relationships between real-time gambling cravings and self-efficacy with gambling behaviour, and the moderating role of gambling, mental health, and addiction-related variables. DESIGN:Secondary analysis of a 4-week Ecological Momentary Assessment (EMA) study conducted in Tasmania, Australia...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106574
更新日期:2021-01-01 00:00:00
abstract::To investigate the role of treatment modality in relapse prevention treatment, 32 cocaine-dependent subjects were randomly assigned by cohorts to group-based relapse prevention (G-RP) or individually based RP (I-RP). The two RP formats were identical in content, consisting of 12 outpatient treatment sessions over a 2-...
journal_title:Addictive behaviors
pub_type: 临床试验,杂志文章,随机对照试验
doi:10.1016/s0306-4603(96)00047-0
更新日期:1997-05-01 00:00:00
abstract::Ample studies have established that parents as well as peers function as role models in the development of adolescents' alcohol use. The role of siblings, however, has been largely neglected despite the long-term nature of a sibling relationship. The present study examined the impact of siblings on drinking behavior o...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2006.12.011
更新日期:2007-09-01 00:00:00
abstract::In order to investigate the selection bias of subjects for inpatient human cocaine studies, characteristics of 859 potential subjects were examined. Excluded subjects compared with accepted group were more likely to be single and male, currently use drugs other than cocaine, have a history of intravenous cocaine use, ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/s0306-4603(00)00064-2
更新日期:2000-09-01 00:00:00
abstract::Increasingly, gambling stakeholders communicate that minimizing gambling harm is a shared societal responsibility. Individual gamblers' beliefs about responsibility for minimizing gambling harm are worthy of study because these beliefs might influence gambling behavior. In this study, using a sample of casino loyalty ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106660
更新日期:2021-03-01 00:00:00
abstract:INTRODUCTION:This study evaluated the cue-reactivity and several psychometric properties of a questionnaire designed to assess marijuana users' self-efficacy to employ 21 specific cognitive-behavioral strategies to reduce their marijuana use. METHOD:Using a web-based recruitment and data-collection procedure, 513 regu...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2014.07.005
更新日期:2014-12-01 00:00:00
abstract:OBJECTIVE:Specific events (e.g., Spring Break, holidays) are associated with greater college student drinking. However, the ways in which specific events are celebrated at specific campuses may impact students' beliefs about the social acceptability of drinking during these events, which may impact students' event-spec...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2015.01.033
更新日期:2015-06-01 00:00:00
abstract::Two studies were conducted to evaluate simpler, less intensive interventions for weight control which presumably would be more cost-effective and efficient than a "full-length" behavioral treatment program. In Study 1, participants in a minimal intervention (MI1) program who attended no regularly scheduled meetings an...
journal_title:Addictive behaviors
pub_type: 临床试验,杂志文章,随机对照试验
doi:10.1016/0306-4603(84)90020-0
更新日期:1984-01-01 00:00:00
abstract::This study assessed how many months of pretreatment drinking data would represent a stable baseline. Fifty-one couples were interviewed using the time-line follow-back interviewing procedure to obtain 365 days of pretreatment drinking data. The pattern (binge, episodic, steady) and frequency of drinking did not differ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/0306-4603(84)90031-5
更新日期:1984-01-01 00:00:00
abstract::Ambulatory assessment (AA) methodologies have the potential to increase understanding and treatment of addictive behavior in seemingly unprecedented ways, due in part, to their emphasis on intensive repeated assessments of an individual's addictive behavior in context. But, many analytic techniques traditionally appli...
journal_title:Addictive behaviors
pub_type: 杂志文章,评审
doi:10.1016/j.addbeh.2017.12.018
更新日期:2018-08-01 00:00:00
abstract:OBJECTIVES:The objective of this study was to examine the associations between (a) childhood maltreatment (i.e., physical abuse, sexual abuse, and neglect) and subsequent illicit drug use and (b) childhood maltreatment and drug-related problems in young adulthood. METHODS:Wave 1 and Wave 3 public-use data from the Nat...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2010.09.001
更新日期:2011-01-01 00:00:00
abstract::Based on Wells and Matthews' (1994) theory of psychological dysfunction and prior empirical studies, it was hypothesized that negative emotion would mediate the relationship between maladaptive metacognition and alcohol dependence, and maladaptive metacognition would moderate the relationship between negative emotion ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2011.02.010
更新日期:2011-07-01 00:00:00
abstract::The Interaction of Person-Affect-Cognition-Execution model (I-PACE; Brand, Young, Laier, Wölfling, & Potenza, 2016) proposes that addictive behavior is the result of the interaction of multiple factors. According to I-PACE model, perceived social support (teacher autonomy support), self-esteem, and gratification (life...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106319
更新日期:2020-06-01 00:00:00
abstract::A staged model of smoking adoption has been widely applied in studies of adolescent smoking. The present study applied this model to examine the preliminary stages of tobacco and alcohol use by children. Using discriminant analysis, factors associated with the abstinence, initiation, and experimentation stages of toba...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/s0306-4603(97)00005-1
更新日期:1997-09-01 00:00:00
abstract::Adolescence and emerging adulthood are developmental periods associated with increased risk taking, including alcohol and substance use and antisocial behaviors. Typical psychological growth from adolescence into early adulthood reflects increases in traits related to psychological regulation (e.g., greater emotional ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106650
更新日期:2021-01-01 00:00:00
abstract::Research shows that there has been a substantial increase in substance use and abuse during the COVID-19 pandemic, and that substance use/abuse is a commonly reported way of coping with anxiety concerning COVID-19. Anxiety about COVID-19 is more than simply worry about infection. Research provides evidence of a COVID ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106754
更新日期:2021-03-01 00:00:00
abstract:OBJECTIVES:The Brief Wisconsin Inventory of Smoking Dependence Motives (WISDM) is a multi-dimensional smoking dependence measure that assesses primary dependence motives (PDM; e.g., core dependence marked by tolerance, craving) and secondary dependence motives (SDM; e.g., auxiliary dependence motives such as cognitive ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2014.11.017
更新日期:2015-04-01 00:00:00
abstract::Rates of alcohol consumption are substantially higher among persons with pain, and recent research has focused on elucidating bidirectional pain-alcohol effects. Expectancies for alcohol analgesia could influence the degree to which alcohol confers acute pain-relieving effects, and may amplify the propensity to respon...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2021.106822
更新日期:2021-01-08 00:00:00
abstract:INTRODUCTION:Although it has been suggested that persons with psychopathological disorders experience greater difficulty in quitting smoking, the few studies that have analyzed personality disorders in smokers have failed to produce conclusive results. The aim of this study was to examine whether the presence of probab...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2013.03.017
更新日期:2013-08-01 00:00:00
abstract::The present study utilizes multiple regression analysis to identify relationships between 13 sociodemographic characteristics and the frequency of drinking in seven different types of drinking places among convicted drunken drivers (N = 6,183). The results indicate that different sociodemographic subgroups of drinking...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/0306-4603(88)90036-6
更新日期:1988-01-01 00:00:00
abstract::This study describes the prevalence of childhood traumatic events (CTEs) among adults with comorbid substance use disorders (SUDs) and mental health problems (MHPs) and assesses the relation between cumulative CTEs and adult health outcomes. Adults with SUDs/MHPs (N=402) were recruited from residential treatment progr...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2009.09.003
更新日期:2010-01-01 00:00:00
abstract:INTRODUCTION:Although psychosocial problems are commonly associated with both alcohol misuse and insomnia, very little is known about the combined effects of insomnia and current alcohol dependence on the severity of psychosocial problems. The present study evaluates whether the co-occurrence of insomnia and alcohol de...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2015.06.021
更新日期:2015-11-01 00:00:00
abstract::Alcohol and marijuana misuse is prevalent on many university campuses, with high rates of undergraduate students reporting experiencing alcohol and/or marijuana-related problems, which have been consistently associated with coping-motivated use. While previous studies have found dispositional mindfulness to be negativ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106554
更新日期:2020-12-01 00:00:00
abstract:OBJECTIVE:Social stress in the form of maladaptive relationship conflict is a common precipitant to alcohol misuse and problems. Research has also established a clear causal association between alcohol misuse and relationship conflict in the form of intimate partner violence (IPV). Despite the robust literature linking...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106474
更新日期:2020-10-01 00:00:00