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 applied to AA data - techniques that average across people and time - do not fully leverage this potential. In an effort to take advantage of the individualized, temporal nature of AA data on addictive behavior, the current paper considers three underutilized person-oriented analytic techniques: multilevel modeling, p-technique, and group iterative multiple model estimation. After reviewing prevailing analytic techniques, each person-oriented technique is presented, AA data specifications are mentioned, an example analysis using generated data is provided, and advantages and limitations are discussed; the paper closes with a brief comparison across techniques. Increasing use of person-oriented techniques will substantially enhance inferences that can be drawn from AA data on addictive behavior and has implications for the development of individualized interventions.
journal_name
Addict Behavjournal_title
Addictive behaviorsauthors
Foster KT,Beltz AMdoi
10.1016/j.addbeh.2017.12.018subject
Has Abstractpub_date
2018-08-01 00:00:00pages
25-34eissn
0306-4603issn
1873-6327pii
S0306-4603(17)30473-2journal_volume
83pub_type
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journal_title:Addictive behaviors
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journal_title:Addictive behaviors
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journal_title:Addictive behaviors
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journal_title:Addictive behaviors
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journal_title:Addictive behaviors
pub_type: 杂志文章
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journal_title:Addictive behaviors
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journal_title:Addictive behaviors
pub_type: 杂志文章
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journal_title:Addictive behaviors
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pub_type: 杂志文章
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journal_title:Addictive behaviors
pub_type: 杂志文章,随机对照试验
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更新日期:2013-02-01 00:00:00
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2018.12.008
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journal_title:Addictive behaviors
pub_type: 杂志文章
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2017.11.040
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/s0306-4603(98)00054-9
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journal_title:Addictive behaviors
pub_type: 杂志文章,随机对照试验
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2011.07.005
更新日期:2011-12-01 00:00:00
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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(91)90054-l
更新日期:1991-01-01 00:00:00
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journal_title:Addictive behaviors
pub_type: 杂志文章
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journal_title:Addictive behaviors
pub_type: 杂志文章
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2005.05.030
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journal_title:Addictive behaviors
pub_type: 杂志文章
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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
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/0306-4603(85)90022-x
更新日期:1985-01-01 00:00:00
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2005.12.021
更新日期:2006-10-01 00:00:00
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2011.10.006
更新日期:2012-03-01 00:00:00
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journal_title:Addictive behaviors
pub_type: 杂志文章
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更新日期:2013-03-01 00:00:00
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journal_title:Addictive behaviors
pub_type: 杂志文章
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2013.04.007
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journal_title:Addictive behaviors
pub_type: 杂志文章
doi:10.1016/j.addbeh.2008.03.010
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