Evidence map›Paper›PMID 33885166›Full record

ArticleAlcoholism, clinical and experimental research2021

Shifts in behavioral allocation patterns as a natural recovery mechanism: Postresolution expenditure patterns.

Jalie A Tucker, JeeWon Cheong, Susan D Chandler

Abstract read
In one paragraph

Article in Alcoholism, clinical and experimental research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Trial
  2. Trial
  3. Review
  4. Article
  5. Substance use negatively impacts change in reinforcement during the year following substance use treatment.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2025
    Article
  6. Community characteristics and substance-free activity and service access predict membership in alcohol use disorder risk profiles.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2025
    Article
  7. Article
  8. Article
  9. Article
  10. Article
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  12. Contextual decision-making and alcohol use disorder criteria: Delayed reward, delayed loss, and probabilistic reward discounting.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2023
    Article
  13. Article
  14. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Jalie A TuckerDepartment of Health Education and Behavior and Center for Behavioral Economic Health Research, University of Florida, Gainesville, FL, USA.ORCID 0000-0003-1055-9038
JeeWon CheongDepartment of Health Education and Behavior and Center for Behavioral Economic Health Research, University of Florida, Gainesville, FL, USA.
Susan D ChandlerDepartment of Health Education and Behavior and Center for Behavioral Economic Health Research, University of Florida, Gainesville, FL, USA.

Funding

Recovery &Help-Seeking Processes in Problem DrinkersR01AA008972 · NIAAA · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI TUCKER, JALIE A. · 1992 to 2009
$3.2M
Time Horizons and the Behavioral Economics of Recovery from Drinking ProblemsR01AA017880 · NIAAA · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI DAVIES, SUSAN L · 2009 to 2013
$2.7M
Shifts in Behavioral Allocation Patterns as an Alcohol Recovery MechanismR01AA023657 · NIAAA · UNIVERSITY OF FLORIDA · PI TUCKER, JALIE A. · 2015 to 2017
$562k
NIAAA NIH HHS R01 AA008972NIAAA NIH HHS R01 AA017880NIAAA NIH HHS R01 AA023657NIAAA NIH HHS R01 AA08972
6 · The paper itself

Abstract

backgroundBehavioral economics predicts that recovery from Alcohol Use Disorder involves shifts in resource allocation away from drinking, toward valuable nondrinking rewards that reinforce and stabilize recovery behavior patterns. Further, these shifts should distinguish nonproblem drinking (moderation) outcomes from outcomes involving abstinence or relapse. To evaluate these hypotheses, 5 prospective studies of recent natural recovery attempts were integrated to examine changes in monetary spending during the year following the initial cessation of heavy drinking as a function of 1-year drinking outcomes.

methodsProblem drinkers from Southeastern U.S. communities (N = 493, 67% male, 65% white, mean age = 46.5 years) were enrolled soon after stopping heavy drinking without treatment and followed prospectively for a year. An expanded Timeline Followback interview assessed daily drinking and monetary spending on alcohol and nondrinking commodities during the year before and after recovery initiation.

resultsLongitudinal associations between postresolution drinking and spending were evaluated using MPlus v.8. Initial models evaluated whether changes in spending at 4-month intervals predicted drinking outcomes at 1 year and showed significant associations in 6 commodity categories (alcohol, consumable goods, gifts, entertainment, financial/legal affairs, housing/durable goods/insurance; ps < 0.05). Cross-lagged models showed that the moderation outcome group shifted spending mid-year to obtain large rewards with enduring benefits (e.g., housing), whereas the abstinent and relapsed groups spent less overall and purchased smaller rewards (e.g., consumable goods, entertainment, and gifts) throughout the year.

conclusionsDynamic changes in monetary allocation occurred during the postresolution year. As hypothesized, compared to the groups who abstained or relapsed, the moderation group shifted spending in ways that, overall, yielded higher value alcohol-free reinforcement that should reinforce recovery while they enjoyed some limited nonproblem drinking below heavy drinking thresholds. These findings add to evidence that moderation entails different behavioral regulation processes than abstinent and relapse outcomes, which were more similar to one another.

Indexed as

AdultAgedAlcohol AbstinenceAlcohol DrinkingAlcoholismFemaleHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesResource Allocationalcohol use disorderbehavioral economicsmoderationmonetary allocationnatural recovery

Identifiers

PMID33885166
PMCPMC8549063

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.