Abstract:
:Structural equation modeling with full information maximum likelihood estimation is the predominant method to empirically assess complex theories involving multiple latent variables in addiction research. Although full information estimators have many desirable properties including consistency, a major limitation in structural equation models is that they often sustain significant bias when implemented in small to moderate size studies (e.g., fewer than 100 or 200). Recent literature has developed a limited information estimator designed to address this limitation-conceptually implemented through a bias-corrected factor score path analysis approach-that has been shown to produce unbiased and efficient estimates in small to moderate sample settings. Despite its theoretical and empirical merits, literature has suggested that the method is underused because of three primary reasons-the methods are unfamiliar to applied researchers, there is a lack of practical and accessible guidance and software available for applied researchers, and comparisons against full information methods that are grounded in discipline-specific examples are lacking. In this study, I delineate this method through a step-by-step analysis of a sequential mediation case study involving internet addiction. I provide example R code using the lavaan package and data based on a hypothetical study of addiction. I examine the differences between the full and limited information estimators within the example data and subsequently probe the extent to which these differences are indicative of a consistent divergence between the estimators using a simulation study. The results suggest that the limited information estimator outperforms the conventional full information maximum likelihood estimator in small to moderate sample sizes in terms of bias, efficiency, and power.
journal_name
Addict Behavjournal_title
Addictive behaviorsauthors
Kelcey Bdoi
10.1016/j.addbeh.2018.10.032subject
Has Abstractpub_date
2019-07-01 00:00:00pages
83-98eissn
0306-4603issn
1873-6327pii
S0306-4603(18)31232-2journal_volume
94pub_type
杂志文章abstract::Tobacco use is prevalent in adolescents and understanding factors that contribute to smoking uptake remains a critical public health priority. While there is now good support for the role of implicit (preconscious) cognitive processing in accounting for changes in drug use, these models have not been applied to tobacc...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2007.11.008
更新日期:2008-05-01 00:00:00
abstract::We investigated social and situational characteristics associated with adolescents' drinking at party and non-party events and whether these associations vary by party location (homes versus other locations). Ecological momentary assessment data were obtained over two weekends from 149 adolescents in California (46% f...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2017.12.001
更新日期:2018-08-01 00:00:00
abstract:BACKGROUND:It is presently estimated that as much as 10% of emerging adults are at risk for a gambling disorder. The consequences stemming from problematic gambling engagement include increased substance use, mental health disorders, suicidality, financial strain and legal issues. The present study explores whether def...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106378
更新日期:2020-07-01 00:00:00
abstract:BACKGROUND:The prevalence of electronic cigarette use has grown over the past decade, with some users reportedly initiating e-cigarette use primarily due to flavors. This study examined the role of flavors in initiation among adult e-cigarette users, as well as the association of flavors with satisfaction and perceived...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2019.106077
更新日期:2019-12-01 00:00:00
abstract:OBJECTIVES:Drugged driving [DD] is a public health concern, particularly among emerging adults who have the highest rates of drug use. Understanding involvement with DD could inform prevention efforts for this population. We evaluated the prevalence of, motives for, and correlates of past-year DD among emerging adults ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2017.11.002
更新日期:2018-03-01 00:00:00
abstract::Childhood sexual abuse (CSA) and adolescent/adult sexual assault (ASA) are strongly associated with women's alcohol use and the rates of both alcohol use and sexual assault history are higher among lesbian and bisexual women than heterosexual women. Although descriptive drinking norms are one of the highest predictors...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2013.11.015
更新日期:2014-03-01 00:00:00
abstract::To develop effective smoking prevention interventions, we need to identify modifiable variables, such as the "pros and cons" of smoking, that predict self-initiated smoking cessation. Our objective was to assess associations between the pros and cons of smoking and the stages of change, both cross-sectionally and long...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/s0306-4603(98)00054-9
更新日期:1999-05-01 00:00:00
abstract::The current research examined whether alcohol consumption exacerbates suicidal ideations among gamblers in the general population. While prior research suggests problem gambling severity and excessive alcohol consumption are unique predictors of suicidal behaviors, the extant literature as almost exclusively focused o...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2015.12.017
更新日期:2016-04-01 00:00:00
abstract:AIMS:Given the high prevalence of Internet gaming disorder (IGD) among university students and the beneficial effects of positive psychological factors on mental illness, the present longitudinal research aimed to investigate whether purpose in life and social support yields long-term results in protecting university s...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2019.106070
更新日期:2019-12-01 00:00:00
abstract::Given the documented association between paternal alcoholism and negative parenting behaviors, the purpose of this study was to examine longitudinally whether marital satisfaction mediates this relationship. Participants consisted of 197 families (102 without an alcoholic father, 95 with an alcoholic father) who were ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2009.05.003
更新日期:2009-11-01 00:00:00
abstract::To examine the relationship between Eysenck's personality traits and tobacco/nicotine dependence in a male population, a random sample of 200 male ever-smokers aged 35 or older from a community in Japan were interviewed using the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI), whic...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/s0306-4603(99)00019-2
更新日期:2000-07-01 00:00:00
abstract:BACKGROUND:Cigarette smoking has been shown to act as a 'gateway' to cannabis use and further risk taking behaviours. This study aims to (1) establish the prevalence of cigarette smoking and cannabis use in Irish teenagers, (2) to quantify the strength and significance of the association of cigarette smoking and cannab...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2011.01.012
更新日期:2011-05-01 00:00:00
abstract::Various risk behaviors promote the spread of HIV in drug addicts. Reflecting the substantial regional and geographic differences in the impact of HIV, its prevalence rates vary from country to country. In view of increasing reports of injection drug-uses (IDUs) from different parts of India, the study was aimed to exa...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2004.01.008
更新日期:2004-11-01 00:00:00
abstract::Previously we reported that smoking is associated with a small relative decline in cognition from childhood to old age. In this study we perform confirmatory analyses on a further wave of data collected from 298 of the participants, all with age 11 IQ scores, at age 66years, 2years after the original observations. Non...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2006.03.020
更新日期:2007-01-01 00:00:00
abstract::In 2003 the Thai government announced a radical shift in drug policy with the implementation of a War on Drugs. Although consequences of this controversial measure (e.g. drug dealer deaths) have received widespread attention relatively little work has evaluated changes in substance use. We used two anonymous represent...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2006.12.002
更新日期:2007-08-01 00:00:00
abstract:BACKGROUND:The aim of the present study was to investigate the role of disengagement beliefs in smoking cessation. The association of disengagement beliefs with forward transition through the transtheoretical stages of change and self-reported quitting were examined, with and without adjusting for processes of change. ...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2006.02.012
更新日期:2006-12-01 00:00:00
abstract::The main purpose of this study was to test the relationship between past-year suicide attempt (SA) and past-year opioid misuse among Veterans at high risk of suicide who reported using at least one illicit substance or alcohol in the past year. Baseline data from 130 high suicide-risk Veterans (n = 39 past-year opioid...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2019.106064
更新日期:2019-12-01 00:00:00
abstract::The effect of an appointment-keeping intervention on attendance at aftercare was examined for 50 male participants in an inpatient alcohol treatment program. Subjects received either a calendar prompt and home-based attendance contract intervention (Experimental group, N = 25) or standard aftercare treatment arrangeme...
journal_title:Addictive behaviors
pub_type: 临床试验,杂志文章
doi:10.1016/0306-4603(84)90010-8
更新日期:1984-01-01 00:00:00
abstract:INTRODUCTION:Electronic cigarettes (ECIGs) continue to grow in popularity, however, limited research has examined reasons for ECIG use. METHODS:This study used an integrated, mixed-method participatory research approach called concept mapping (CM) to characterize and describe adults' reasons for using ECIGs. A total o...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2016.01.008
更新日期:2016-05-01 00:00:00
abstract::Parents, public health officials, college personnel, and society at-large continue to be concerned about the increase in heavy drinking that occurs across the transition to college, prompting alcohol researchers to continue the search for effective interventions. In this report we use data from a large (N=3720) prospe...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2006.06.024
更新日期:2007-04-01 00:00:00
abstract::This study examined whether attentional bias for alcohol stimuli was associated with alcohol use in young adolescents, and whether the frequently demonstrated relationship between reward sensitivity and adolescent alcohol use would be partly mediated by attentional bias for alcohol cues. In addition, this study invest...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2014.09.004
更新日期:2015-01-01 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::Smoking reduces negative affect while it increases sympathetic nervous system activity. However, theories of emotion predict that increased autonomic arousal should increase rather than reduce negative affect. One explanation for this paradox is that nicotine interferes with perception of autonomic activity. We evalua...
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(86)90061-4
更新日期:1986-01-01 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:BACKGROUND:Little is known about motives for cannabis use among the population of adults using cannabis medically. Therefore, we evaluated the performance of the 12 factor, 36-item Comprehensive Marijuana Motives Questionnaire (CMMQ) among a sample of medical cannabis patients. METHODS:Study participants were adults a...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2017.08.001
更新日期:2018-01-01 00:00:00
abstract:AIMS:To describe the categories employed by researchers to describe adolescents' smoking behavior and to determine how these various categorizations compare with youths' self-defined smoking status. STUDY SELECTION:A search of the PubMed and Science Direct databases, limited to articles in the English language, publis...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2009.05.012
更新日期:2009-11-01 00:00:00
abstract:INTRODUCTION:Efforts to understand how adolescents acquire marijuana will help to contextualize its use among youth. Little is known about ways of getting marijuana and how they differ between subgroups of adolescents. The present study sought to determine how adolescents get marijuana and if modes of access vary by so...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2020.106730
更新日期:2021-03-01 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::Parental communications about alcohol can have a significant impact on college students' alcohol use; however, it is unclear what types of communication may be most beneficial for reducing alcohol risk, particularly among students who have already initiated alcohol use. The present research examines differences in alc...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2015.02.019
更新日期:2015-07-01 00:00:00
abstract:OBJECTIVES:To examine the relationships between gambling disorder, pain, and suicide attempts among US military veterans using Veterans Health Administration (VHA) pain-related services. METHODS:Retrospective cohort analysis of 221,817 veterans using pain services was included in the analysis. First, differences in so...
journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2019.03.014
更新日期:2019-08-01 00:00:00