Evidence map›Paper›PMID 26233541›Full record

ArticleJournal of managed care & specialty pharmacy2015

Reach and Validity of an Objective Medication Adherence Measure Among Safety Net Health Plan Members with Diabetes: A Cross-Sectional Study.

Neda Ratanawongsa, Andrew J Karter, Judy Quan, Melissa M Parker, Margaret Handley, Urmimala Sarkar, Julie A Schmittdiel, Dean Schillinger

Open access · bronzeAbstract readValidation Study
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
1.4field-weighted citation impact, top 19% of its field
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

4 citing papers in PubMed, 7 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
  4. 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

8 authors at 3 institutions in 1 country.

Neda RatanawongsaUCSF Center for Vulnerable Populations at San Francisco General Hospital and Trauma Center, 1001 Potrero Ave., Box 1364, San Francisco CA 94110. neda.ratanawongsa@ucsf.edu.
Andrew J Karter
Judy Quan
Melissa M Parker
Margaret Handley
Urmimala Sarkar
Julie A Schmittdiel
Dean Schillinger
San Francisco General Hospital · USKaiser Permanente · USUniversity of California, San Francisco · US

Funding

UCSF CLINICAL AND TRANSLATIONAL SCIENCE INSTITUTEUL1RR024131 · NCRR · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JOHNSTON, S. CLAIBORNE · 2006 to 2011
$111.2M
Research BaseP30DK063720 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GERMAN, MICHAEL S · 2003 to 2019
$21.8M
CTSA: K12 COMPONENTKL2RR024130 · NCRR · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JOHNSTON, S. CLAIBORNE · 2006 to 2011
$19.3M
UCSF Nutrition Obesity Research CenterP30DK098722 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI CHRISTIAN VAISSE · 2015 to 2026
$14.6M
Clinical and Transtional Science InstituteKL2TR000143 · NCATS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GRANDIS, JENNIFER RUBIN · 2012 to 2015
$11.9M
Translational Research Core - Health Engagement & Action Translational (HEAT)P30DK092924 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI Alyce Sophia Adams, HILARY Kessler SELIGMAN · 2011 to 2026
$9.2M
Diabetes and Aging in a Multi-Ethnic PopulationR01DK081796 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI HUANG, ELBERT S., KARTER, ANDREW JOHN · 2009 to 2013
$2.9M
Medication Adherence and Social Disparities in DiabetesR01DK080726 · NIDDK · KAISER FOUNDATION RESEARCH INSTITUTE · PI KARTER, ANDREW JOHN · 2009 to 2012
$1.5M
Harnessing Health IT for Self-Management Support and Medication Activation in a MR18HS017261 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI SCHILLINGER, DEAN · 2007 to 2009
$1.1M
Integrating Adherence into a Safety Net EHR Tool to Improve Decision-makingK08HS022561 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI RATANAWONGSA, NEDA · 2014 to 2017
$621k
Implementation Outcomes of a Health IT Program For Vulnerable Diabetes PatientsR03HS020684 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI HANDLEY, MARGARET ANNE · 2011 to 2011
$100k
AHRQ HHS 1R03HS020684-01AHRQ HHS K08 HS022561AHRQ HHS K08HS022561-01AHRQ HHS R03 HS020684AHRQ HHS R18 HS017261AHRQ HHS R18HS017261NCATS NIH HHS KL2 TR000143NCATS NIH HHS KL2TR000143NCRR NIH HHS KL2 RR024130NCRR NIH HHS UL1 RR024131NIDDK NIH HHS 1P30-DK092924NIDDK NIH HHS P30 DK063720NIDDK NIH HHS P30 DK092924NIDDK NIH HHS P30 DK098722NIDDK NIH HHS R01 DK080726NIDDK NIH HHS R01-DK080726NIDDK NIH HHS R01 DK081796NIDDK NIH HHS R01-DK081796
6 · The paper itself

Abstract

backgroundWith the expansion of Medicaid and low-cost health insurance plans among diverse patient populations, objective measures of medication adherence using pharmacy claims could advance clinical care and translational research for safety net care. However, safety net patients may experience fluctuating prescription drug coverage, affecting the performance of adherence measures.

objectiveTo evaluate the performance of continuous medication gap (CMG) for diverse, low-income managed care members with diabetes.

methodsWe conducted this cross-sectional analysis using administrative and clinical data for 680 members eligible for a self-management support trial at a nonprofit, government-sponsored managed care plan. We applied CMG methodology to cardiometabolic medication claims for English- , Cantonese- , or Spanish-speaking members with diabetes. We examined inclusiveness (the proportion with calculable CMG) and selectivity (sociodemographic and medical differences from members without CMG). For validity, we examined unadjusted associations of suboptimal adherence (CMG >  20%) with suboptimal cardiometabolic control.

results429 members (63%) had calculable CMG. Compared with members without CMG, members with CMG were younger, more likely employed, and had poorer glycemic control but had better blood pressure and lipid control. Suboptimal adherence occurred more frequently among members with poor cardiometabolic control than among members with optimal control (28% vs. 12%, P = 0.02).

conclusionsCMG demonstrated acceptable inclusiveness and validity in a diverse, low-income safety net population, comparable with its performance in studies among other insured populations. CMG may provide a useful tool to measure adherence among increasingly diverse Medicaid populations, complemented by other strategies to reach those not captured by CMG.

Indexed as

MedicaidMedication AdherenceSafety-net ProvidersAgedCross-Sectional StudiesDiabetes MellitusFemaleHumansHypoglycemic AgentsMaleMiddle AgedPovertyUnited StatesHypoglycemic Agents

Identifiers

PMID26233541
PMCPMC4553246
OpenAlexW2292816263

What OpenQuestion holds

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Registered trials

None linked

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.