Correlation between adherence rates measured by MEMS and self-reported questionnaires: a meta-analysis
Open accessAbstract
PURPOSE: It is vital to understand the associations between the medication event monitoring systems (MEMS) and self-reported questionnaires (SRQs) because both are often used to measure medication adherence and can produce different results. In addition, the economic implication of using alternative measures is important as the cost of electronic monitoring devices is not covered by insurance, while self-reports are the most practical and cost-effective method in the clinical settings. This meta-analysis examined the correlations of two measurements of medication adherence: MEMS and SRQs. METHODS: The literature search (1980-2009) used PubMed, OVID MEDLINE, PsycINFO (EBSCO), CINAHL (EBSCO), OVID HealthStar, EMBASE (Elsevier), and Cochrane Databases. Studies were included if the correlation coefficients [Pearson (rp) or Spearman (rs)] between adherences measured by both MEMS and SRQs were available or could be calculated from other statistics in the articles. Data were independently abstracted in duplicate with standardized protocol and abstraction form including 1) first author's name; 2) year of publication; 3) disease status of participants; 4) sample size; 5) mean age (year); 6) duration of trials (month); 7) SRQ names if available; 8) adherence (%) measured by MEMS; 9) adherence (%) measured by SRQ; 10) correlation coefficient and relative information, including p-value, 95% confidence interval (CI). A meta-analysis was conducted to pool the correlation coefficients using random-effect model. RESULTS: Eleven studies (N = 1,684 patients) met the inclusion criteria. The mean of adherence measured by MEMS was 74.9% (range 53.4%-92.9%), versus 84.0% by SRQ (range 68.35%-95%). The correlation between adherence measured by MEMS and SRQs ranged from 0.24 to 0.87. The pooled correlation coefficient for 11 studies was 0.45 (p = 0.001, 95% confidence interval [95% CI]: 0.34-0.56). The subgroup meta-analysis on the seven studies reporting rp and four studies reporting rs reported the pooled correlation coefficient: 0.46 (p = 0.011, 95% CI: 0.33-0.59) and 0.43 (p = 0.0038, 95% CI: 0.23-0.64), respectively. No differences were found for other subgroup analyses. CONCLUSION: Medication adherence measured by MEMS and SRQs tends to be at least moderately correlated, suggesting that SRQs give a good estimate of medication adherence.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
MEMS results have been compared to patients' and clinicians' reports with weak to moderate correlation.
“MEMS results have been compared to patients’ and clinicians’ reports with weak to moderate correlation[28–30].”
From Adherence is associated with a favorable outcome after lung transplantation (2019) · cites this paper as [28]
The Results report a pooled correlation of 0.45 between MEMS and patients’ self-reported adherence questionnaires, supporting the patient-report comparison. The Methods limit the analysis to MEMS and self-reported questionnaires; our copy does not report a corresponding correlation with clinicians’ reports. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
1 retracted
Retracted: Predictive Validity of a Medication Adherence Measure in an Outpatient Setting
Morisky, D. E., Ang, A., Krousel‐Wood, M., & Ward, H. J. (2008) · The Journal of Clinical Hypertension · doi:10.1111/j.1751-7176.2008.07572.x · Cited by 2,877 · see citing works
RetractedMeta-analysis in clinical trials
DerSimonian, R., & Laird, N. (1986) · Controlled Clinical Trials · doi:10.1016/0197-2456(86)90046-2 · Cited by 39,552 · see citing works
Osterberg, L., & Blaschke, T. (2005) · New England Journal of Medicine · doi:10.1056/nejmra050100 · Cited by 7,974 · see citing works
Adherence to Long-Term Therapies: Evidence for Action
Geest, S. D., & Sabate, E. J. (2003) · European Journal of Cardiovascular Nursing · doi:10.1016/s1474-5151(03)00091-4 · Cited by 6,274 · see citing works
Moher, D., Cook, D. J., Eastwood, S., Olkin, I., Rennie, D., & Stroup, D. F. (1999) · The Lancet · doi:10.1016/s0140-6736(99)04149-5 · Cited by 4,826 · see citing works
The Handbook of Research Synthesis.
Howel, D., Cooper, H., & Hedges, L. V. (1995) · Biometrics · doi:10.2307/2533295 · Cited by 3,657 · see citing works
Mathematical Statistics and Data Analysis
Rabinowitz, L., & Rice, J. A. (1989) · Technometrics · doi:10.2307/3556160 · Cited by 3,142 · see citing works
A systematic review of the associations between dose regimens and medication compliance
Claxton, A. J., Cramer, J., & Pierce, C. (2001) · Clinical Therapeutics · doi:10.1016/s0149-2918(01)80109-0 · Cited by 2,388 · see citing works
DiMatteo, M. R. (2004) · Medical Care · doi:10.1097/01.mlr.0000114908.90348.f9 · Cited by 2,169 · see citing works
Chesney, M. A., Ickovics, J. R., Chambers, D. B., Gifford, A. L., Neidig, J., Zwickl, B., Wu, A. W., & PATIENT CARE COMMITTEE & ADHERENCE (2000) · AIDS Care · doi:10.1080/09540120050042891 · Cited by 1,428 · see citing works
Farmer, K. C. (1999) · Clinical Therapeutics · doi:10.1016/s0149-2918(99)80026-5 · Cited by 889 · see citing works
Statistical Methods in Medical Research
Chan, W. (2013) · Model Assisted Statistics and Applications · doi:10.3233/mas-130255 · Cited by 646 · see citing works
Arnsten, J. H., Demas, P., Farzadegan, H., Grant, R. W., Gourevitch, M. N., Chang, C., Buono, D. L., Eckholdt, H., Howard, A. A., & Schoenbaum, E. E. (2001) · Clinical Infectious Diseases · doi:10.1086/323201 · Cited by 637 · see citing works
Garber, M. C., Nau, D. P., Erickson, S. R., Aikens, J. E., & Lawrence, J. B. (2004) · Medical Care · doi:10.1097/01.mlr.0000129496.05898.02 · Cited by 519 · see citing works
Singh, N., Squier, C. L., Sivek, C., Wagener, M. W., Nguyen, M. H., & Yu, V. L. (1996) · AIDS Care · doi:10.1080/09540129650125696 · Cited by 500 · see citing works
Walsh, J. C., Mandalia, S., & Gazzard, B. (2002) · AIDS · doi:10.1097/00002030-200201250-00017 · Cited by 443 · see citing works
Optimal recall period and response task for self-reported HIV medication adherence
Lu, M., Safren, S. A., Skolnik, P. R., Rogers, W. H., Coady, W., Hardy, H., & Wilson, I. B. (2008) · AIDS and Behavior · doi:10.1007/s10461-007-9261-4 · Cited by 361 · see citing works
Pharmacoepidemiology and Drug Safety
Mucklow, J. C. (1992) · Postgraduate Medical Journal · doi:10.1136/pgmj.68.804.846-b · Cited by 303 · see citing works
Oyugi, J. H., Byakika-Tusiime, J., Charlebois, E. D., Kityo, C. M., Mugerwa, R. D., Mugyenyi, P. N., & Bangsberg, D. R. (2004) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/00126334-200408150-00014 · Cited by 281 · see citing works
Relationships Among Subjective and Objective Measures of Adherence to Oral Antipsychotic Medications
Velligan, D. I., Wang, M., Diamond, P. M., Glahn, D. C., Castillo, D., Bendle, S., Lam, Y. W. F., Ereshefsky, L., & Miller, A. L. (2007) · Psychiatric Services · doi:10.1176/ps.2007.58.9.1187 · Cited by 250 · see citing works
Scandinavian Journal of Primary Health Care
(1983) · Scandinavian Journal of Primary Health Care · doi:10.3109/02813438309038459 · Cited by 242 · see citing works
Byerly, M., Nakonezny, P. A., & Rush, A. J. (2008) · Schizophrenia Research · doi:10.1016/j.schres.2007.12.470 · Cited by 229 · see citing works
Journal of Pharmacy Practice and Research
Society of Hospital Pharmacists of Australia (2018) · Journal of Pharmacy Practice and Research · doi:10.1002/(issn)2055-2335 · Cited by 203 · see citing works
Medication non-adherence and asthma treatment cost
Bender, B. G., & Rand, C. M. (2004) · Current Opinion in Allergy and Clinical Immunology · doi:10.1097/00130832-200406000-00009 · Cited by 176 · see citing works
Health literacy and anticoagulation-related outcomes among patients taking warfarin
Fang, M. C., Machtinger, E. L., Wang, F. M., & Schillinger, D. (2006) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2006.00537.x · Cited by 175 · see citing works
Measuring Adherence in a Hypertension Clinical Trial
Hamilton, G. A. (2003) · European Journal of Cardiovascular Nursing · doi:10.1016/s1474-5151(03)00058-6 · Cited by 144 · see citing works
Hugen, P. W. H., Langebeek, N., Burger, D. M., Zomer, B., van Leusen, R., Schuurman, R., Koopmans, P. P., & Hekster, Y. A. (2002) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/00042560-200207010-00009 · Cited by 128 · see citing works
Chida, Y., & Hamer, M. (2008) · Diabetologia · doi:10.1007/s00125-008-1154-1 · Cited by 119 · see citing works
Wang, P. S., Benner, J. S., Glynn, R. J., Winkelmayer, W. C., Mogun, H., & Avorn, J. (2003) · Pharmacoepidemiology and Drug Safety · doi:10.1002/pds.819 · Cited by 104 · see citing works
Koneru, S., Shishov, M., Ware, A. E., Farhey, Y., Mongey, A., Graham, T. B., Passo, M. H., Houk, J. L., Higgins, G. C., & Brunner, H. I. (2007) · Arthritis Care & Research · doi:10.1002/art.22898 · Cited by 102 · see citing works
Techniques for Measuring Medication Adherence in Hypertensive Patients in Outpatient Settings
Hawkshead, J. J., & Krousel-Wood, M. A. (2007) · Disease Management & Health Outcomes · doi:10.2165/00115677-200715020-00006 · Cited by 98 · see citing works
Concordance Among Three Self-Reported Measures of Medication Adherence and Pharmacy Refill Records
Cook, C. L., Wade, W. E., Martin, B. C., & Perri, M. (2005) · Journal of the American Pharmacists Association · doi:10.1331/1544345053623573 · Cited by 97 · see citing works
Halkitis, P. N., Kutnick, A. H., & Slater, S. (2005) · Journal of Health Psychology · doi:10.1177/1359105305053422 · Cited by 62 · see citing works
Fletcher, C. V., Testa, M. A., Brundage, R. C., Chesney, M. A., Haubrich, R., Acosta, E. P., Martinez, A. L. S., Jiang, H., & Gulick, R. M. (2005) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/01.qai.0000180078.53321.6a · Cited by 61 · see citing works
Guilera, M., Fuentes, M., Grifols, M., Ferrer, J. T., Badia, X. C., & OPTIMA study investigators (2005) · Osteoporosis International · doi:10.1007/s00198-005-0031-8 · Cited by 59 · see citing works
Genetic mapping of complex traits
Olson, J. M., Witte, J. S., & Elston, R. C. (1999) · Statistics in Medicine · doi:10.1002/(sici)1097-0258(19991115)18:21 · Cited by 44 · see citing works
Jasti, S., Siega‐Riz, A. M., Cogswell, M. E., & Hartzema, A. G. (2006) · Journal of Nutrition · doi:10.1093/jn/136.2.479 · Cited by 41 · see citing works
Goetghebeur, E. J. T., & Vansteelandt, S. (2005) · Statistical Methods in Medical Research · doi:10.1191/0962280205sm407oa · Cited by 37 · see citing works
Zeller, A., Schroeder, K., & Peters, T. J. (2007) · Scandinavian Journal of Primary Health Care · doi:10.1080/02813430701651954 · Cited by 35 · see citing works
Joshi, A. V., Madhavan, S. S., Ambegaonkar, A. J., Smith, M. J., Scott, V., & Dedhia, H. V. (2006) · Journal of Asthma · doi:10.1080/02770900600857010 · Cited by 35 · see citing works
Reinhard, M. J., Hinkin, C. H., Barclay, T. R., Levine, A. J., Marion, S., Castellon, S. A., Longshore, D. L., Newton, T. F., Durvasula, R., Lam, M. N., et al. (2007) · Addictive Behaviors · doi:10.1016/j.addbeh.2007.04.006 · Cited by 23 · see citing works
Factors Influencing Adherence to Molecular Therapies in Haematology‐Oncology Outpatients
Larizza, M. A., Dooley, M. J., Stewart, K., & Kong, D. C. M. (2006) · Journal of Pharmacy Practice and Research · doi:10.1002/j.2055-2335.2006.tb00584.x · Cited by 19 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Morisky DE Nonadherence to medical recommendations for hypertensive patients: Problems and potential solutions Journal of Compliance in Health Care 1986 1 1 5 20
Cited by
Sorted by citations
Self-report measures of medication adherence behavior: recommendations on optimal use
Stirratt, M. J., Dunbar-Jacob, J., Crane, H. M., Simoni, J. M., Czajkowski, S., Hilliard, M. E., Aikens, J. E., Hunter, C. M., Velligan, D. I., Huntley, K., et al. (2015) · Translational Behavioral Medicine · doi:10.1007/s13142-015-0315-2 · Cited by 824 · see citing works
Interventions to Improve Medication Adherence
Kini, V., & Ho, P. M. (2018) · JAMA · doi:10.1001/jama.2018.19271 · Cited by 603 · see citing works
Adherence to diabetes medication: a systematic review
Krass, I., Schieback, P., & Dhippayom, T. (2014) · Diabetic Medicine · doi:10.1111/dme.12651 · Cited by 468 · see citing works
Langebeek, N., Gisolf, E. H., Reiss, P., Vervoort, S. C. J. M., Hafsteinsdøttir, T. B., Richter, C., Sprangers, M. A. G., & Nieuwkerk, P. T. (2014) · BMC Medicine · doi:10.1186/preaccept-1453408941291432 · Cited by 471 · see citing works
Langebeek, N., Gisolf, E. H., Reiss, P., Vervoort, S. C. J. M., Hafsteinsdøttir, T. B., Richter, C., Sprangers, M. A. G., & Nieuwkerk, P. T. (2014) · BMC Medicine · doi:10.1186/s12916-014-0142-1 · Cited by 394 · see citing works
An overview of the common methods used to measure treatment adherence
Anghel, L. A., Farcas, A. M., & Oprean, R. N. (2019) · Medicine and Pharmacy Reports · doi:10.15386/mpr-1201 · Cited by 335 · see citing works
Validation of a new three-item self-report measure for medication adherence
Wilson, I. B., Lee, Y., Michaud, J., Fowler, F. J., & Rogers, W. H. (2016) · AIDS and Behavior · doi:10.1007/s10461-016-1406-x · Cited by 296 · see citing works
Assessing medication adherence: options to consider
Lehmann, A., Aslani, P., Ahmed, R. A., Dotta-Celio, J., Gauchet, A., Bedouch, P., Bugnon, O., Allenet, B., & Schneider, M. P. (2013) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-013-9865-x · Cited by 320 · see citing works
Cultural Issues in Medication Adherence: Disparities and Directions
McQuaid, E. L., & Landier, W. (2017) · Journal of General Internal Medicine · doi:10.1007/s11606-017-4199-3 · Cited by 307 · see citing works
Garfield, S., Clifford, S., Eliasson, L., Barber, N., & Willson, A. (2011) · BMC Medical Research Methodology · doi:10.1186/1471-2288-11-149 · Cited by 289 · see citing works
Medication Adherence to Multidrug Regimens
Marcum, Z. A., & Gellad, W. F. (2012) · Clinics in Geriatric Medicine · doi:10.1016/j.cger.2012.01.008 · Cited by 266 · see citing works
Park, L. G., Howie‐Esquivel, J., Chung, M. L., & Dracup, K. (2013) · Patient Education and Counseling · doi:10.1016/j.pec.2013.10.027 · Cited by 213 · see citing works
Adherence to Cardiovascular Medications: Lessons Learned and Future Directions
Kronish, I. M., & Ye, S. (2013) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2013.02.001 · Cited by 213 · see citing works
Verbrugghe, M., Verhaeghe, S., Lauwaert, K., Beeckman, D., & Van Hecke, A. (2013) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2012.12.014 · Cited by 202 · see citing works
Initial Validation of a Self-Report Measure of the Extent of and Reasons for Medication Nonadherence
Voils, C. I., Maciejewski, M. L., Hoyle, R. H., Reeve, B. B., Gallagher, P., Bryson, C. L., & Yancy, W. S. (2012) · Medical Care · doi:10.1097/mlr.0b013e318269e121 · Cited by 174 · see citing works
Tan, X., Patel, I., & Chang, J. (2014) · INNOVATIONS in pharmacy · doi:10.24926/iip.v5i3.347 · Cited by 177 · see citing works
Korb‐Savoldelli, V., Gillaizeau, F., Pouchot, J., Lenain, É., Postel‐Vinay, N., Plouin, P., Durieux, P., & Sabatier, B. (2012) · Journal of Clinical Hypertension · doi:10.1111/j.1751-7176.2012.00634.x · Cited by 163 · see citing works
Medication nonadherence: health impact, prevalence, correlates and interventions
Stewart, S.-J., Moon, Z., & Horne, R. (2022) · Psychology and Health · doi:10.1080/08870446.2022.2144923 · Cited by 180 · see citing works
Foster, B. J., Pai, A. L. H., Zelikovsky, N., Amaral, S. G., Bell, L., Dharnidharka, V. R., Hébert, D., Holly, C. D., Knaüper, B., Matsell, D. G., et al. (2018) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2017.12.012 · Cited by 144 · see citing works
Effects of eHealth Interventions on Medication Adherence: A Systematic Review of the Literature
Linn, A. J., Vervloet, M., van Dijk, L., Smit, E. G., & van Weert, J. C. M. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1738 · Cited by 136 · see citing works
Beck, E., Cavelti, M., Kvrgic, S., Kleim, B., & Vauth, R. (2011) · Schizophrenia Research · doi:10.1016/j.schres.2011.07.019 · Cited by 125 · see citing works
Zhang, J., Xie, J., Hou, W., Tu, X., Xu, J. M., Song, F., Wang, Z., & Lu, Z. (2012) · PLoS ONE · doi:10.1371/journal.pone.0034497 · Cited by 114 · see citing works
Identifying the barriers to antiepileptic drug adherence among adults with epilepsy
Rourke, G. O., & Brien, J. J. O. (2016) · Seizure · doi:10.1016/j.seizure.2016.12.006 · Cited by 116 · see citing works
Efficace, F., Baccarani, M., Rosti, G., Cottone, F., Castagnetti, F., Breccia, M., Alimena, G., Iurlo, A., Rossi, A. R., Pardini, S., et al. (2012) · British Journal of Cancer · doi:10.1038/bjc.2012.348 · Cited by 109 · see citing works
Farmer, A. A., Rodgers, L. R., Lonergan, M. E., Shields, B. M., Weedon, M. N., Donnelly, L. A., Holman, R. R., Pearson, E. R., & Hattersley, A. T. (2015) · Diabetes Care · doi:10.2337/dc15-1194 · Cited by 106 · see citing works
de Terline, D. M., Kane, A. D., Kramoh, K. E., Toure, I. A., Mipinda, J. B., Diop, I. B., Nhavoto, C., Balde, D. M., Ferreira, B., Houénassi, M., et al. (2019) · PLoS ONE · doi:10.1371/journal.pone.0219266 · Cited by 102 · see citing works
Patient adherence to oral anticancer drugs: an emerging issue in modern oncology.
Foulon, V., Schöffski, P., & Wolter, P. (2011) · PubMed · doi:10.2143/acb.66.2.2062525 · Cited by 97 · see citing works
Al‐Noumani, H., Wu, J. R., Barksdale, D. J., Sherwood, G. D., Al-Khasawneh, E. M., & Knafl, G. J. (2019) · Patient Education and Counseling · doi:10.1016/j.pec.2019.02.022 · Cited by 98 · see citing works
Cohen, M. J., Shaykevich, S., Cawthon, C. R., Kripalani, S. B., Paasche‐Orlow, M. K., & Schnipper, J. L. (2012) · Journal of Hospital Medicine · doi:10.1002/jhm.1940 · Cited by 91 · see citing works
Morrison, V. L., Holmes, E. A. F., Parveen, S., Plumpton, C., Clyne, W., Geest, S. D., Dobbels, F., Vrijens, B., Kardas, P., & Hughes, D. A. (2015) · Value in Health · doi:10.1016/j.jval.2014.12.013 · Cited by 92 · see citing works
Linn, A. J., van Dijk, L., Smit, E. G., Jansen, J., & van Weert, J. C. M. (2013) · Journal of Crohn s and Colitis · doi:10.1016/j.crohns.2013.04.001 · Cited by 85 · see citing works
Yan, J., You, L., Yang, Q., Liu, B., Jin, S., Zhou, J., Lin, C., & Morisky, D. E. (2014) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.12125 · Cited by 84 · see citing works
Study Product Adherence Measurement in the iPrEx Placebo-Controlled Trial
Amico, K. R., Marcus, J. L., McMahan, V., Liu, A., Koester, K. A., Goicochea, P., Anderson, P. L., Glidden, D. V., Guanira, J. V., & Grant, R. M. (2014) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0000000000000216 · Cited by 80 · see citing works
Anghel, L. A., Farcas, A. M., & Oprean, R. (2018) · Patient Preference and Adherence · doi:10.2147/ppa.s165101 · Cited by 80 · see citing works
Non-adherence to topical treatments for actinic keratosis
Carr, A., Shergill, B., & Zokaie, S. (2013) · Patient Preference and Adherence · doi:10.2147/ppa.s47126 · Cited by 76 · see citing works
Medication adherence among patients with chronic diseases: a survey-based study in pharmacies
Jüngst, C., Gräber, S., Simons, S., Wedemeyer, H., & Lammert, F. (2019) · QJM: An International Journal of Medicine · doi:10.1093/qjmed/hcz058 · Cited by 69 · see citing works
Gray, T. A., Fenerty, C., Harper, R. A., Spencer, A. F., Campbell, M., Henson, D. B., & Waterman, H. A. (2011) · Eye · doi:10.1038/eye.2011.269 · Cited by 68 · see citing works
Toward appropriate criteria in medication adherence assessment in older persons: Position Paper
Giardini, A., Martin, M. T., Cahir, C., Lehane, E. A., Menditto, E., Strano, M., Pecorelli, S., Monaco, A., & Marengoni, A. (2015) · Aging Clinical and Experimental Research · doi:10.1007/s40520-015-0435-z · Cited by 65 · see citing works
Adherence to prophylaxis and bleeding outcome in haemophilia: a multicentre study
Schrijvers, L. H., Beijlevelt ‐ van der Zande, M., Peters, M., Lock, J., Cnossen, M. H., Schuurmans, M. J., & Fischer, K. (2016) · British Journal of Haematology · doi:10.1111/bjh.14072 · Cited by 64 · see citing works
Chan, P. A., Patel, R. R., Mena, L. A., Marshall, B. D. L., Rose, J. S., Coats, C. S., Montgomery, M. C., Tao, J., Sosnowy, C. D., Mayer, K. H., et al. (2019) · Journal of the International AIDS Society · doi:10.1002/jia2.25385 · Cited by 64 · see citing works
Adherence to coronary artery disease secondary prevention medicines: exploring modifiable barriers
Khatib, R., Marshall, K. M., Silcock, J., Forrest, C., & Hall, A. S. (2019) · Open Heart · doi:10.1136/openhrt-2018-000997 · Cited by 57 · see citing works
Perestelo-Perez, L., Perestelo-Perez, Perez-Ramos, Serrano-Aguilar, & Cuevas, D. L. (2013) · Patient Preference and Adherence · doi:10.2147/ppa.s39382 · Cited by 54 · see citing works
“16 As part of a wider review concerning predictors of compliance with antidepressant medications, the aim of this study was to review the literature on sociodemographic and clinical (disease-related) predictors or correlates of compliance with antidepressants in patients with depressive disorders.”
Krezanoski, P. J., Bangsberg, D. R., & Tsai, A. C. (2018) · Journal of Global Health · doi:10.7189/jogh.08.010411 · Cited by 52 · see citing works
McAdam‐Marx, C., Bellows, B. K., Unni, S. K., Wygant, G. D., Mukherjee, J., Ye, X., & Brixner, D. I. (2014) · Journal of Managed Care Pharmacy · doi:10.18553/jmcp.2014.20.7.691 · Cited by 48 · see citing works
Castillo‐Mancilla, J., Searls, K., Caraway, P., Zheng, J., Gardner, E. M., Predhomme, J. A., Bushman, L. R., Anderson, P. L., & Meditz, A. L. (2014) · AIDS Research and Human Retroviruses · doi:10.1089/aid.2014.0229 · Cited by 48 · see citing works
Nurse‐led education and counselling to enhance adherence to phosphate binders
Camp, Y. P. M. V., Huybrechts, S. A. M., Rompaey, B. V., & Elseviers, M. M. (2011) · Journal of Clinical Nursing · doi:10.1111/j.1365-2702.2011.03967.x · Cited by 45 · see citing works
Self-Efficacy and Blood Pressure Self-Care Behaviors in Patients on Chronic Hemodialysis
Kauric-Klein, Z., Peters, R. M., & YARANDI, H. N. (2016) · Western Journal of Nursing Research · doi:10.1177/0193945916661322 · Cited by 45 · see citing works
Test of a Web-Based Program to Improve Adherence to HIV Medications
Hersch, R. K., Cook, R. F., Billings, D. W., Kaplan, S. A., Murray, D. M., Safren, S. A., Goforth, J., & Spencer, J. (2013) · AIDS and Behavior · doi:10.1007/s10461-013-0535-8 · Cited by 44 · see citing works
Koufopoulos, J. T., Conner, M. T., Gardner, P. H., & Kellar, I. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.4963 · Cited by 42 · see citing works
Mauro, J., Mathews, K., & Sredzinski, E. (2019) · Journal of Managed Care & Specialty Pharmacy · doi:10.18553/jmcp.2019.25.11.1244 · Cited by 42 · see citing works
Sanctis, V. D., & Elsedfy, H. H. (2016) · Mediterranean Journal of Hematology and Infectious Diseases · doi:10.4084/mjhid.2016.022 · Cited by 41 · see citing works
Medication Adherence and Growth in Children with CKD
Akchurin, O. M., Schneider, M. F., Mulqueen, L., Brooks, E. R., Langman, C. B., Greenbaum, L. A., Furth, S. L., Moxey‐Mims, M., Warady, B. A., Kaskel, F. J., et al. (2014) · Clinical Journal of the American Society of Nephrology · doi:10.2215/cjn.01150114 · Cited by 38 · see citing works
Kubica, A., Kosobucka, A., Michalski, P., Fabiszak, T., & Felsmann, M. (2018) · Medical Research Journal · doi:10.5603/mrj.2017.0015 · Cited by 39 · see citing works
Comment évaluer l’adhésion médicamenteuse ? Le point sur les méthodes
Allenet, B., Baudrant, M., Lehmann, A., Gauchet, A., Roustit, M., Bedouch, P., & Golay, A. (2012) · Annales Pharmaceutiques Françaises · doi:10.1016/j.pharma.2012.10.001 · Cited by 37 · see citing works
Linn, A. J., van Weert, J. C. M., van Dijk, L., Horne, R., & Smit, E. G. (2014) · Journal of Health Psychology · doi:10.1177/1359105314539529 · Cited by 36 · see citing works
Kubica, A., Kosobucka, A., Fabiszak, T., Gorog, D. A., & Siller-Matula, J. M. (2018) · Current Medical Research and Opinion · doi:10.1080/03007995.2018.1510385 · Cited by 37 · see citing works
Medication adherence: A practical measurement selection guide using case studies
Zullig, L. L., Mendys, P., & Bosworth, H. B. (2017) · Patient Education and Counseling · doi:10.1016/j.pec.2017.02.001 · Cited by 35 · see citing works
Berntson, J., Stewart, K. R., Vrany, E. A., Khambaty, T., & Stewart, J. C. (2015) · Social Science & Medicine · doi:10.1016/j.socscimed.2015.05.041 · Cited by 35 · see citing works
Adherence is associated with a favorable outcome after lung transplantation
Bertram, A., Fuge, J., Suhling, H., Tudorache, I., Haverich, A., Welte, T., & Gottlieb, J. (2019) · PLoS ONE · doi:10.1371/journal.pone.0226167 · Cited by 34 · see citing works
Muntner, P., Yun, H., Sharma, P., Delzell, E., Kent, S. T., Kilgore, M. L., Farkouh, M. E., Vupputuri, S. X., Bittner, V., Rosenson, R. S., et al. (2014) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2014.06.009 · Cited by 34 · see citing works
The Use of Measurements and Health Behavioral Models to Improve Medication Adherence
Arafat, Y. I., & Ibrahim, M. I. M. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-811228-1.00004-2 · Cited by 34 · see citing works
Antihypertensive Medication Use, Adherence, Stops, and Starts in Canadians With Hypertension
Gee, M. E., Campbell, N. R. C., Gwadry-Sridhar, F. H., Nolan, R. P., Kaczorowski, J. A., Bienek, A., Robitaille, C., Joffres, M., Dai, S., & Walker, R. L. (2012) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2012.01.014 · Cited by 32 · see citing works
Martin, F., Russell, S., & Seeley, J. (2014) · PLoS ONE · doi:10.1371/journal.pone.0105154 · Cited by 29 · see citing works
Mixon, A. S., Neal, E. B., Bell, S. P., Powers, J. S., & Kripalani, S. B. (2014) · Gerontology · doi:10.1159/000363765 · Cited by 26 · see citing works
Deception in clinical trials and its impact on recruitment and adherence of study participants
Lee, C. P., Holmes, T. H., Neri, E., & Kushida, C. A. (2018) · Contemporary Clinical Trials · doi:10.1016/j.cct.2018.08.002 · Cited by 25 · see citing works
Chu, H.-Y., Huang, H., Huang, C., Chu, C.-C., Su, C., Tsai, I., Hu, H.-L. S., & Guo, S.-L. (2021) · Geriatric Nursing · doi:10.1016/j.gerinurse.2021.08.011 · Cited by 24 · see citing works
Chu, L., Wu, Y., Duan, C., Yang, J., Yang, H., Xie, Y., Zhang, Q., Qiao, S., Li, X., Shen, Z., et al. (2018) · Journal of Chromatography B · doi:10.1016/j.jchromb.2018.08.031 · Cited by 24 · see citing works
Liau, Y. W., Cheow, C., Leung, K. T. Y., Tan, H., Low, S. F., Cheen, M. H. H., Lim, W. C., Tan, L. L., Tan, J. Z., Lee, E. S., et al. (2019) · Patient Preference and Adherence · doi:10.2147/ppa.s208736 · Cited by 23 · see citing works
Varni, J. W., Shulman, R. J., Self, M. M., Saeed, S. A., Zacur, G. M., Patel, A., Nurko, S., Neigut, D. A., Franciosi, J. P., Saps, M., et al. (2017) · Quality of Life Research · doi:10.1007/s11136-017-1702-6 · Cited by 23 · see citing works
Dinaj-Koci, V., Wang, B., Naar‐King, S., & MacDonell, K. K. (2018) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsy076 · Cited by 23 · see citing works
Lane, D., Patel, P., Khunti, K., & Gupta, P. (2019) · Patient Preference and Adherence · doi:10.2147/ppa.s162215 · Cited by 24 · see citing works
Optimal recall period in assessing the adherence to antihypertensive therapy: a pilot study
Doró, P., Benkő, R., Czakó, A., Matúz, M., Thurzó, F., & Soós, G. (2011) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-011-9529-7 · Cited by 23 · see citing works
Wu, Y. P., Pai, A. L. H., Gray, W. N., Denson, L. A., & Hommel, K. A. (2013) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jst043 · Cited by 22 · see citing works
Huber, L. R. B., Broel, E. C., Mitchelides, A. N., Dmochowski, J., Dulin, M., & Scholes, D. (2013) · Contraception · doi:10.1016/j.contraception.2013.02.007 · Cited by 22 · see citing works
Harding, K. L., Matias, S. L., Mridha, M. K., Moniruzzaman, M., Vosti, S. A., Hussain, S., Dewey, K. G., & Stewart, C. P. (2016) · Maternal and Child Nutrition · doi:10.1111/mcn.12252 · Cited by 21 · see citing works
Association of Economic Policies With Hypertension Management and Control
Zhang, D. “., Lee, J. S., Pollack, L. M., Dong, X., Taliano, J. M., Rajan, A., Therrien, N. L., Jackson, S. L., Popoola, A., & Luo, F. (2024) · JAMA Health Forum · doi:10.1001/jamahealthforum.2023.5231 · Cited by 21 · see citing works
Shen, B., & Maeda, U. (2018) · Annals of Behavioral Medicine · doi:10.1093/abm/kay003 · Cited by 20 · see citing works
Sumida, C. A., Vo, T. T., Etten, E. J. V., & Schmitter‐Edgecombe, M. (2018) · Archives of Clinical Neuropsychology · doi:10.1093/arclin/acy038 · Cited by 20 · see citing works
Yoong, J., Traeger, L. N., Gallagher, E. R., Pirl, W. F., Greer, J. A., & Temel, J. S. (2013) · Journal of Palliative Medicine · doi:10.1089/jpm.2012.0400 · Cited by 19 · see citing works
Ellis, R. J. B., Hill, J. H., Kerley, K. D., Sinha, A. D., Ganci, A., & Russell, C. L. (2019) · JMIR Formative Research · doi:10.2196/13558 · Cited by 18 · see citing works
Hsieh, W. L., Lee, S. K., Chien, W. T., Liu, W., Lai, C. Y., & Liu, C. (2019) · Patient Preference and Adherence · doi:10.2147/ppa.s218553 · Cited by 18 · see citing works
Low perceived service quality in community pharmacy is associated with poor medication adherence
Carter, S., Ng, R., El‐Den, S., & Schneider, C. R. (2020) · Patient Education and Counseling · doi:10.1016/j.pec.2020.07.009 · Cited by 17 · see citing works
the Partners Mobile Adherence to PrEP (PMAP) Team, Muwonge, T. R., Ngure, K., Katabira, E. T., Mugo, N., Kimemia, G. W., Burns, B., Musinguzi, N., Bambia, F., Baeten, J. M., et al. (2018) · AIDS and Behavior · doi:10.1007/s10461-018-2326-8 · Cited by 17 · see citing works
Agreement and Accuracy of Medication Persistence Identified by Patient Self-report vs Pharmacy Fill
Fanaroff, A. C., Peterson, E. D., Kaltenbach, L. A., Cannon, C. P., Choudhry, N. K., Henry, T. D., Anstrom, K. J., Cohen, D. J., Fonseca, E., Khan, N. D., et al. (2020) · JAMA Cardiology · doi:10.1001/jamacardio.2020.0125 · Cited by 17 · see citing works
ISAR-REACT 5 — What have we learned?
Kubica, J., & Jaguszewski, M. J. (2019) · Cardiology Journal · doi:10.5603/cj.a2019.0090 · Cited by 17 · see citing works
Adherence and Variability in Warfarin Dose Requirements: Assessment in a Prospective Cohort
Jorgensen, A., Hughes, D. A., Hanson, A., Eker, D. V., Toh, C. H., Pirmohamed, M., & Williamson, P. R. (2013) · Pharmacogenomics · doi:10.2217/pgs.12.199 · Cited by 16 · see citing works
Vernon, L. T., Demko, C. A., Webel, A. R., & Mizumoto, R. M. (2013) · AIDS Care · doi:10.1080/09540121.2013.845291 · Cited by 16 · see citing works
Economic evaluation of a behavior-modifying intervention to enhance antiepileptic drug adherence.
Plumpton, C. O., Brown, I., Reuber, M., Marson, A., & Hughes, D. (2015) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2015.01.035 · Cited by 15 · see citing works
A systematic review of measures of medication adherence in consumers with unipolar depression
Srimongkon, P., Aslani, P., & Chen, T. F. (2018) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2018.02.008 · Cited by 16 · see citing works
Xu, D. R., Gong, W., Gloyd, S., Caine, E. D., Simoni, J. M., Hughes, J. P., Xiao, S., He, W., Dai, B., Lin, M., et al. (2018) · Schizophrenia Research · doi:10.1016/j.schres.2018.05.014 · Cited by 16 · see citing works
Medication-taking behaviour in New South Wales patients with type 2 diabetes: an observational study
Dhippayom, T., & Krass, I. (2014) · Australian Journal of Primary Health · doi:10.1071/py14062 · Cited by 15 · see citing works
Ranasinghe, P. D., Jayawardena, R., Katulanda, P., Constantine, G. R., Ramanayake, V., & Galappatthy, P. (2018) · Journal of Diabetes Research · doi:10.1155/2018/7519462 · Cited by 14 · see citing works
Axelsson, M., Ekerljung, L., Lundbäck, B., & Lötvall, J. O. (2016) · Multidisciplinary Respiratory Medicine · doi:10.1186/s40248-016-0078-8 · Cited by 14 · see citing works
Adherence to Antiretroviral Therapy in Turkey: Results from the ACTHIV-IST Study Group
Sevgi, D. Y., Gündüz, A., Aydın, Ö. A., Mete, B., Sargın, F., Karaosmanoğlu, H. K., Uzun, N., Yemişen, M., Dökmetaş, İ., & Tabak, F. (2017) · AIDS Research and Human Retroviruses · doi:10.1089/aid.2016.0266 · Cited by 14 · see citing works
Touskova, T. P., Vytrisalova, M., Palička, V., Hendrychova, T., Chen, Y.-T., & Fuksa, L. (2016) · Frontiers in Pharmacology · doi:10.3389/fphar.2016.00339 · Cited by 13 · see citing works
Jachimowicz, J., Gladstone, J. J., Berry, D., Kirkdale, C. L., Thornley, T., & Galinsky, A. D. (2019) · Behavioural Public Policy · doi:10.1017/bpp.2019.1 · Cited by 13 · see citing works
Adherence to medication in neurogeriatric patients: an observational cross-sectional study
Prell, T. (2019) · BMC Public Health · doi:10.1186/s12889-019-7353-5 · Cited by 12 · see citing works
Bright, E. E., & Stanton, A. L. (2018) · Annals of Behavioral Medicine · doi:10.1093/abm/kay094 · Cited by 13 · see citing works
Trefond, J., Hermet, L., Lambert, C., Vaillant-Roussel, H., Pouchain, D., Menini, T., Pereira, B., & Vorilhon, P. (2022) · BMC Primary Care · doi:10.1186/s12875-022-01725-8 · Cited by 13 · see citing works
Stevens, J. H., & Berlan, E. D. (2014) · Perspectives on Sexual and Reproductive Health · doi:10.1363/46e0614 · Cited by 12 · see citing works
- Authors
- Shi, L., Liu, J., Fonseca, V., Walker, P., Kalsekar, A., & Pawaskar, M.
- Affiliations
- Tulane University (US)
- Eli Lilly (United States) (US)
- Corresponding author
- Shi, Lizheng
- Venue
- Health and Quality of Life Outcomes
- Published
- 2010
- Volume
- 8
- Issue
- 1
- Pages
- 99
- ISSN
- 1477-7525 (ISSN-L)
- PMC
- PMC2944346
- OpenAlex
- W2159285055
- Cited by
- 177
- References
- 42
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 4 · 2023: 6 · 2022: 12 · 2021: 8 · 2020: 10 · 2019: 23 · 2018: 19 · 2017: 10 · 2016: 12 · 2015: 8 · 2014: 22 · 2013: 15 · 2012: 11
- FWCI
- 2.26
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Health and Quality of Life Outcomes (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Health Sciences › Medicine › Family Practice › Medication Adherence and Compliance
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmacology › Pharmacy and Medical Practices
- Social Sciences › Sociology and Political Science › Survey Methodology and Nonresponse
- Keywords
- medication adherence, medication event monitoring system, self-report questionnaire, electronic medication monitoring
- MeSH terms
- Assessment of Medication Adherence, Cost-Benefit Analysis, Humans, Psychometrics, Surveys and Questionnaires, Drug Monitoring, Medication Adherence, Self Report
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
