Literature DB >> 21668757

System dynamics modeling as a potentially useful tool in analyzing mitigation strategies to reduce overdose deaths associated with pharmaceutical opioid treatment of chronic pain.

Wayne Wakeland1, Teresa Schmidt, Aaron M Gilson, J David Haddox, Lynn R Webster.   

Abstract

OBJECTIVE: To illustrate a system-level, simulation-based approach for evaluating mitigation strategies to address the dramatic rise in abuse, addiction, and overdose deaths associated with the use of pharmaceutical opioid analgesics to treat chronic pain. SIMULATED
INTERVENTIONS: Making available drug formulations with increased tamper-resistance, prescriber education programs, and programs that reduce rates of medical user-related abuse and addiction. SIMULATED OUTCOME MEASURE: Number of overdose deaths of medical users of pharmaceutical opioid analgesics, including those who abuse or have become addicted.
METHODS: A demonstration system dynamics model is developed, tested, and used to evaluate the impact of candidate mitigation strategies on the outcome measures.
RESULTS: Tamper-resistant drug products will likely reduce overdose death rates but may not reduce overall deaths if there is increased prescribing. Prescriber education would likely reduce deaths through a reduction in patient access to pharmaceutical opioid analgesics.
CONCLUSIONS: The system dynamics approach may have potential for opioid-related policy evaluation. However, metrics must be carefully selected, and trade-offs may be involved. For example, it may be difficult to limit negative outcomes associated with pharmaceutical opioids without adversely affecting chronic pain patients' access to pharmaceutical treatment. Ultimately, a combination of metrics and value judgments will be needed to properly evaluate mitigation strategies. Wiley Periodicals, Inc.

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Year:  2011        PMID: 21668757     DOI: 10.1111/j.1526-4637.2011.01127.x

Source DB:  PubMed          Journal:  Pain Med        ISSN: 1526-2375            Impact factor:   3.750


  10 in total

1.  Understanding social forces involved in diabetes outcomes: a systems science approach to quality-of-life research.

Authors:  David W Lounsbury; Gary B Hirsch; Chawntel Vega; Carolyn E Schwartz
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2.  Simulating patterns of patient engagement, treatment adherence, and viral suppression: a system dynamics approach to evaluating HIV care management.

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3.  Data Sources Regarding the Nonmedical Use of Pharmaceutical Opioids in the United States.

Authors:  Teresa Schmidt; Amanuel Zimam; Alexandra Nielsen; Wayne Wakeland
Journal:  Rev Health Care       Date:  2014

4.  A Systematic Review of Simulation Models to Track and Address the Opioid Crisis.

Authors:  Magdalena Cerdá; Mohammad S Jalali; Ava D Hamilton; Catherine DiGennaro; Ayaz Hyder; Julian Santaella-Tenorio; Navdep Kaur; Christina Wang; Katherine M Keyes
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5.  System dynamics applications to injury and violence prevention: a systematic review.

Authors:  Rebecca B Naumann; Anna E Austin; Laura Sheble; Kristen Hassmiller Lich
Journal:  Curr Epidemiol Rep       Date:  2019-04-25

Review 6.  Evidence of Modeling Impact in Development of Policies for Controlling the Opioid Epidemic and Improving Public Health: A Scoping Review.

Authors:  Nasser Sharareh; Shabnam S Sabounchi; Mary McFarland; Rachel Hess
Journal:  Subst Abuse       Date:  2019-08-09

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Authors:  Pedro Mateu-Gelabert; Nasim S Sabounchi; Honoria Guarino; Courtney Ciervo; Kellie Joseph; Benjamin J Eckhardt; Chunki Fong; Shashi N Kapadia; Terry T K Huang
Journal:  Front Public Health       Date:  2022-07-29

8.  Assessing the dynamic impacts of non-pharmaceutical and pharmaceutical intervention measures on the containment results against COVID-19 in Ethiopia.

Authors:  Hongli Zhu; Shiyong Liu; Wenwen Zheng; Haimanote Belay; Weiwei Zhang; Ying Qian; Yirong Wu; Tadesse Guadu Delele; Peng Jia
Journal:  PLoS One       Date:  2022-07-26       Impact factor: 3.752

9.  Conceptualizing Productive Engagement in a System Dynamics Framework.

Authors:  Nancy Morrow-Howell; Cal J Halvorsen; Peter Hovmand; Carmen Lee; Ellis Ballard
Journal:  Innov Aging       Date:  2017-09-30

10.  Dynamic Thinking Approach of Non-medical Use of Pharmaceutical Opioids.

Authors:  Farahnaz Zeinali; Ali Rajabzadeh Ghatari; Mehdi Mohammadzadeh; Fatemeh Mojibian
Journal:  Iran J Pharm Res       Date:  2019       Impact factor: 1.696

  10 in total

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