Evidence map›Paper›PMID 30156455›Full record

ArticleJournal of managed care & specialty pharmacy2018

Opioid Analgesics in Georgia Medicaid: Trends in Potential Inappropriate Prescribing Practices by Demographic Characteristics, 2009-2014.

Jayani Jayawardhana, Amanda J Abraham, Matthew Perri

Abstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Opioid Dependency After Craniomaxillofacial Trauma Surgery.Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Impact of drug utilization management policy on prescription opioid use in Georgia Medicaid.Journal of pharmaceutical health services research : an official journal of the Royal Pharmaceutical Society of Great Britain · 2021
    Article
  7. Article
  8. Article
  9. Article
  10. Racial Disparities in Postpartum Pain Management.Obstetrics and gynecology · 2019
    Article
  11. Article
  12. Article
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.

Jayani Jayawardhana1 Department of Clinical and Administrative Pharmacy, University of Georgia, Athens.
Amanda J Abraham2 Department of Public Administration and Policy, University of Georgia, Athens.
Matthew Perri3 Department of Clinical and Administrative Pharmacy, University of Georgia, Athens.

Funding

Opioid Prescribing in Medicaid: Healthcare Utilization and Deaths from OverdoseR01DA039930 · NIDA · UNIVERSITY OF GEORGIA · PI JAYAWARDHANA, JAYANI, PERRI, MATTHEW · 2016 to 2018
$675k
NIDA NIH HHS R01 DA039930
6 · The paper itself

Abstract

backgroundThere has been a dramatic rise in the number of opioid prescriptions and opioid overdose deaths in the United States over the past 15 years. Misuse and abuse of opioids is also a growing public health concern in the United States. Medicaid enrollees are more likely to be prescribed opioids and are at higher risk of prescription drug overdose compared with non-Medicaid populations. Despite rising opioid drug overdose deaths in Georgia, prevalence of indicators for potential inappropriate prescribing practices has not been examined to date.

objectiveTo examine trends in the general use of opioids and the prevalence of indicators for potential inappropriate opioid prescribing among the Georgia Medicaid population across various demographic characteristics over time.

methodsThis study used data from the Georgia individual Medicaid pharmacy claims database from 2009 to 2014. Data sample included 3,562,227 observations (patient prescriptions) representing 401,488 individuals. Outcome measures assessed the trends in the general use of opioids and the indicators of potential inappropriate prescribing practices by providers. These outcome measures were taken from previous expert panels and clinical guidelines (e.g., overlapping prescriptions of opioids, opioids and benzodiazepines, and opioids and buprenorphine/naloxone, as well as high daily doses of opioids). Analyses were stratified by gender, type of insurance (fee-for-service and managed care), age, and race/ethnicity.

resultsThe average number of opioid prescriptions, average days supply of opioids per patient, and average daily dose of opioids per patient increased over time across all demographic categories with older, fee-for-service, male, and missing race groups experiencing higher use across all 6 years compared with their counterparts. A similar pattern was observed for average number of incidences of potential inappropriate prescribing of opioids in this population from 2009 to 2014. The percentage of Medicaid enrollees with at least 1 or more indicators of potential inappropriate prescriptions slightly increased from 17.17% to 18.21% during the study time frame. Moreover, the incidence rate of indicators for potential inappropriate prescribing of opioids also increased over time across all demographic groups, with the oldest age group (55-64 years) experiencing the largest increment. The incidence rate of potential inappropriate prescribing practices per patient increased more than 58% over the 6 years.

conclusionsThe results of this study show that potentially inappropriate prescribing practices are common and are increasing over time in the Georgia Medicaid population across all demographic categories, with individuals who are listed in the missing race category, have fee-for-service plans, and are older experiencing the largest increments. These findings indicate that patients in certain demographic groups could be at higher risk for experiencing adverse health outcomes related to inappropriate prescribing of opioids. Further research is needed to explore which policy tools or interventions might be more effective in reducing inappropriate prescribing practices in this population. DISCLOSURES: This research was supported by the National Institute on Drug Abuse of the National Institutes of Health under Award Number R01DA039930 and the Georgia Department of Community Health, contract number 2015012. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the Georgia Department of Community Health. The authors have nothing to disclose. A previous version of this paper was presented at the following conferences: International Health Economics Association 12th World Congress; July 8-11, 2017; Boston, MA, and Addiction Health Services Research Conference; October 18-20, 2017; Madison, WI.

Indexed as

AdolescentAdultAnalgesics, OpioidDrug OverdoseFemaleGeorgiaHumansInappropriate PrescribingMaleMedicaidMiddle AgedOpioid-Related DisordersUnited StatesYoung AdultAnalgesics, Opioid

Identifiers

PMID30156455
PMCPMC7085235

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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.