Moving alcohol prevention research forwardPart I: introducing a complex systems paradigm

被引:32
作者
Apostolopoulos, Yorghos [1 ,2 ]
Lemke, Michael K. [1 ,2 ]
Barry, Adam E. [2 ]
Lich, Kristen Hassmiller [3 ]
机构
[1] Texas A&M Univ, Complex & Computat Populat Hlth Grp, College Stn, TX USA
[2] Texas A&M Univ, Dept Hlth & Kinesiol, College Stn, TX USA
[3] Univ North Carolina Chapel Hill, Dept Hlth Policy & Management, Chapel Hill, NC USA
关键词
Agent-based modeling; college drinking prevention; complex systems science; computational modeling and simulation; policy; system dynamics modeling; COLLEGE-STUDENT DRINKING; PUBLIC-HEALTH; INTERVENTIONS; CONSUMPTION; SCIENCE; STRATEGIES; IMPACT; MODEL; AGE; IDENTIFICATION;
D O I
10.1111/add.13955
中图分类号
R194 [卫生标准、卫生检查、医药管理];
学科分类号
摘要
Background and aimsThe drinking environment is a complex system consisting of a number of heterogeneous, evolving and interacting components, which exhibit circular causality and emergent properties. These characteristics reduce the efficacy of commonly used research approaches, which typically do not account for the underlying dynamic complexity of alcohol consumption and the interdependent nature of diverse factors influencing misuse over time. We use alcohol misuse among college students in the United States as an example for framing our argument for a complex systems paradigm. MethodsA complex systems paradigm, grounded in socio-ecological and complex systems theories and computational modeling and simulation, is introduced. Theoretical, conceptual, methodological and analytical underpinnings of this paradigm are described in the context of college drinking prevention research. ResultsThe proposed complex systems paradigm can transcend limitations of traditional approaches, thereby fostering new directions in alcohol prevention research. By conceptualizing student alcohol misuse as a complex adaptive system, computational modeling and simulation methodologies and analytical techniques can be used. Moreover, use of participatory model-building approaches to generate simulation models can further increase stakeholder buy-in, understanding and policymaking. ConclusionsA complex systems paradigm for research into alcohol misuse can provide a holistic understanding of the underlying drinking environment and its long-term trajectory, which can elucidate high-leverage preventive interventions.
引用
收藏
页码:353 / 362
页数:10
相关论文
共 106 条
[1]  
Abbott Andrew., 1988, Sociological Theory, V6, P169, DOI [10.2307/202114, DOI 10.2307/202114]
[2]   Ecosystem modeling of college drinking: Parameter estimation and comparing models to data [J].
Ackleh, Azmy S. ;
Fitzpatrick, Ben G. ;
Scribner, Richard ;
Simonsen, Neal ;
Thibodeaux, Jeremy J. .
MATHEMATICAL AND COMPUTER MODELLING, 2009, 50 (3-4) :481-497
[3]  
Agar M., 1999, FIELD METHOD, V11, P99, DOI 10.1177/1525822x9901100201
[4]  
[Anonymous], 1996, Growing Artificial Societies: Social Science from the Bottom Up. Complex adaptive systems
[5]  
[Anonymous], 2015, NIH PUBLICATION NO 1
[6]  
[Anonymous], 2006, Generative social science: Studies in agent-based computational modeling
[7]  
[Anonymous], 2014, COMMUNITY BASED SYST, DOI DOI 10.1007/978-1-4614-8763-0
[8]  
[Anonymous], 2002, CALL ACT CHANG CULT
[9]  
Atkinson J. A., 2016, MODEL BEHAV SYSTEMS
[10]   Student factors: Understanding individual variation in college drinking [J].
Baer, JS .
JOURNAL OF STUDIES ON ALCOHOL, 2002, :40-53