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Published in: BMC Public Health 1/2024

Open Access 01-12-2024 | Parkinson's Disease | Research

Medication adherence and costs of medical care among patients with Parkinson’s disease: an observational study using electronic medical records

Authors: Zhanmiao Yi, Yudan Mao, Chenxuan He, Yantao Zhang, Junwen Zhou, Xing Lin Feng

Published in: BMC Public Health | Issue 1/2024

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Abstract

Background

Adherence to antiparkinsonian drugs (APDs) is critical for patients with Parkinson’s disease (PD), for which medication is the main therapeutic strategy. Previous studies have focused on specific disorders in a single system when assessing clinical factors affecting adherence to PD treatment, and no international comparative data are available on the medical costs for Chinese patients with PD. The present study aimed to evaluate medication adherence and its associated factors among Chinese patients with PD using a systematic approach and to explore the impact of adequate medication adherence on direct medical costs.

Methods

A retrospective analysis was conducted using the electronic medical records of patients with PD from a medical center in China. Patients with a minimum of two APD prescriptions from January 1, 2016 to August 15, 2018 were included. Medication possession ratio (MPR) and proportion of days covered were used to measure APD adherence. Multiple linear regression analysis was used to identify factors affecting APD adherence. Gamma regression analysis was used to explore the impact of APD adherence on direct medical costs.

Results

In total, 1,712 patients were included in the study, and the mean MPR was 0.68 (± 0.25). Increased number of APDs and all medications, and higher daily levodopa-equivalent doses resulted in higher MPR (mean difference [MD] = 0.04 [0.03–0.05]; MD = 0.02 [0.01–0.03]; MD = 0.03 [0.01–0.04], respectively); combined digestive system diseases, epilepsy, or older age resulted in lower MPR (MD = -0.06 [-0.09 to -0.03]; MD = -0.07 [-0.14 to -0.01]; MD = -0.02 [-0.03 to -0.01], respectively). Higher APD adherence resulted in higher direct medical costs, including APD and other outpatient costs. For a 0.3 increase in MPR, the two costs increased by $34.42 ($25.43–$43.41) and $14.63 ($4.86–$24.39) per year, respectively.

Conclusions

APD adherence rate among Chinese patients with PD was moderate and related primarily to age, comorbidities, and healthcare costs. The factors should be considered when prescribing APDs.
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Literature
1.
go back to reference Nussbaum RL, Ellis CE. Alzheimer’s disease and Parkinson’s disease. N Engl J Med. 2003;348(14):1356–64.PubMedCrossRef Nussbaum RL, Ellis CE. Alzheimer’s disease and Parkinson’s disease. N Engl J Med. 2003;348(14):1356–64.PubMedCrossRef
2.
go back to reference GBD 2016 Neurology Collaborators. Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the global burden of Disease Study 2016. Lancet Neurol. 2019;18(5):459–80.CrossRef GBD 2016 Neurology Collaborators. Global, regional, and national burden of neurological disorders, 1990–2016: a systematic analysis for the global burden of Disease Study 2016. Lancet Neurol. 2019;18(5):459–80.CrossRef
4.
go back to reference Santos García D, de Deus Fonticoba T, Suárez Castro E, Borrué C, Mata M, Solano Vila B, Cots Foraster A, Álvarez Sauco M, Rodríguez Pérez AB, Vela L, Macías Y, Escalante S, Esteve P, Reverté Villarroya S, Cubo E, Casas E, Arnaiz S, Carrillo Padilla F, Pueyo Morlans M, Mir P, Martinez-Martin P. Coppadis Study Group. Non-motor symptoms burden, mood, and gait problems are the most significant factors contributing to a poor quality of life in non-demented Parkinson’s disease patients: results from the COPPADIS Study Cohort. Parkinsonism Relat Disord. 2019;66:151–7.PubMedCrossRef Santos García D, de Deus Fonticoba T, Suárez Castro E, Borrué C, Mata M, Solano Vila B, Cots Foraster A, Álvarez Sauco M, Rodríguez Pérez AB, Vela L, Macías Y, Escalante S, Esteve P, Reverté Villarroya S, Cubo E, Casas E, Arnaiz S, Carrillo Padilla F, Pueyo Morlans M, Mir P, Martinez-Martin P. Coppadis Study Group. Non-motor symptoms burden, mood, and gait problems are the most significant factors contributing to a poor quality of life in non-demented Parkinson’s disease patients: results from the COPPADIS Study Cohort. Parkinsonism Relat Disord. 2019;66:151–7.PubMedCrossRef
5.
go back to reference Yang W, Hamilton JL, Kopil C, Beck JC, Tanner CM, Albin RL, Dorsey ER, Dahodwala N, Cintina I, Hogan P, Thompson T. Current and projected future economic burden of Parkinson’s disease in the U.S. NPJ Parkinsons Dis. 2020;6:15.PubMedPubMedCentralCrossRef Yang W, Hamilton JL, Kopil C, Beck JC, Tanner CM, Albin RL, Dorsey ER, Dahodwala N, Cintina I, Hogan P, Thompson T. Current and projected future economic burden of Parkinson’s disease in the U.S. NPJ Parkinsons Dis. 2020;6:15.PubMedPubMedCentralCrossRef
6.
go back to reference Li G, Ma J, Cui S, He Y, Xiao Q, Liu J, Chen S. Parkinson’s disease in China: a forty-year growing track of bedside work. Transl Neurodegener. 2019;8:22.PubMedPubMedCentralCrossRef Li G, Ma J, Cui S, He Y, Xiao Q, Liu J, Chen S. Parkinson’s disease in China: a forty-year growing track of bedside work. Transl Neurodegener. 2019;8:22.PubMedPubMedCentralCrossRef
7.
go back to reference Yi ZM, Li XY, Wang YB, Wang RL, Ma QC, Zhao RS, Chen LC. Evaluating the direct medical cost, drug utilization and expenditure for managing Parkinson’s disease: a costing study at a medical center in China. Ann Transl Med. 2022;10(6):330.PubMedPubMedCentralCrossRef Yi ZM, Li XY, Wang YB, Wang RL, Ma QC, Zhao RS, Chen LC. Evaluating the direct medical cost, drug utilization and expenditure for managing Parkinson’s disease: a costing study at a medical center in China. Ann Transl Med. 2022;10(6):330.PubMedPubMedCentralCrossRef
8.
go back to reference Zheng Z, Zhu Z, Zhou C, Cao L, Zhao G. Burden of Parkinson Disease in China, 1990–2019: findings from the 2019 global burden of Disease Study. Neuroepidemiology. 2023;57(1):51–64.PubMedCrossRef Zheng Z, Zhu Z, Zhou C, Cao L, Zhao G. Burden of Parkinson Disease in China, 1990–2019: findings from the 2019 global burden of Disease Study. Neuroepidemiology. 2023;57(1):51–64.PubMedCrossRef
9.
go back to reference Parkinson’s Disease and Movement Disorders Group, Neurology Branch of Chinese Medical Association. Parkinson’s Disease and Movement Disorders Group, Neurologist Branch of Chinese Medical Doctor Association. Guidelines for the treatment of Parkinson’s Disease in China (Fourth Edition). Chin J Neurol. 2020;53:973–86. Parkinson’s Disease and Movement Disorders Group, Neurology Branch of Chinese Medical Association. Parkinson’s Disease and Movement Disorders Group, Neurologist Branch of Chinese Medical Doctor Association. Guidelines for the treatment of Parkinson’s Disease in China (Fourth Edition). Chin J Neurol. 2020;53:973–86.
10.
go back to reference Yi ZM, Qiu TT, Zhang Y, Liu N, Zhai SD. Levodopa/carbidopa/entacapone versus levodopa/dopa-decarboxyiase inhibitor for the treatment of Parkinson’s disease: systematic review, meta-analysis, and economic evaluation. Ther Clin Risk Manag. 2018;14:709–19.PubMedPubMedCentralCrossRef Yi ZM, Qiu TT, Zhang Y, Liu N, Zhai SD. Levodopa/carbidopa/entacapone versus levodopa/dopa-decarboxyiase inhibitor for the treatment of Parkinson’s disease: systematic review, meta-analysis, and economic evaluation. Ther Clin Risk Manag. 2018;14:709–19.PubMedPubMedCentralCrossRef
13.
go back to reference Elm JJ, Kamp C, Tilley BC, Guimaraes P, Fraser D, Deppen P, Brocht A, Weaver C, Bennett S, NINDS NET-PD Investigators and Coordinators. Self-reported adherence versus pill count in Parkinson’s disease: the NET-PD experience. Mov Disord. 2007;22(6):822–7.PubMedCrossRef Elm JJ, Kamp C, Tilley BC, Guimaraes P, Fraser D, Deppen P, Brocht A, Weaver C, Bennett S, NINDS NET-PD Investigators and Coordinators. Self-reported adherence versus pill count in Parkinson’s disease: the NET-PD experience. Mov Disord. 2007;22(6):822–7.PubMedCrossRef
14.
go back to reference Valldeoriola F, Coronell C, Pont C, Buongiorno MT, Cámara A, Gaig C, Compta Y. Socio-demographic and clinical factors influencing the adherence to treatment in Parkinson’s disease: the ADHESON study. Eur J Neurol. 2011;18(7):980–7.PubMedCrossRef Valldeoriola F, Coronell C, Pont C, Buongiorno MT, Cámara A, Gaig C, Compta Y. Socio-demographic and clinical factors influencing the adherence to treatment in Parkinson’s disease: the ADHESON study. Eur J Neurol. 2011;18(7):980–7.PubMedCrossRef
15.
go back to reference Azmi H, Cocoziello L, Nyirenda T, Douglas C, Jacob B, Thomas J, Cricco D, Finnerty G, Sommer K, Rocco A, Thomas R, Roth P, Thomas FP. Adherence to a strict medication protocol can reduce length of stay in hospitalized patients with Parkinson’s Disease. Clin Park Relat Disord. 2020;3:100076.PubMedPubMedCentral Azmi H, Cocoziello L, Nyirenda T, Douglas C, Jacob B, Thomas J, Cricco D, Finnerty G, Sommer K, Rocco A, Thomas R, Roth P, Thomas FP. Adherence to a strict medication protocol can reduce length of stay in hospitalized patients with Parkinson’s Disease. Clin Park Relat Disord. 2020;3:100076.PubMedPubMedCentral
16.
go back to reference Richy FF, Pietri G, Moran KA, Senior E, Makaroff LE. Compliance with pharmacotherapy and direct healthcare costs in patients with Parkinson’s disease: a retrospective claims database analysis. Appl Health Econ Health Policy. 2013;11(4):395–406.PubMedPubMedCentralCrossRef Richy FF, Pietri G, Moran KA, Senior E, Makaroff LE. Compliance with pharmacotherapy and direct healthcare costs in patients with Parkinson’s disease: a retrospective claims database analysis. Appl Health Econ Health Policy. 2013;11(4):395–406.PubMedPubMedCentralCrossRef
17.
go back to reference Dodel R, Tinelli M, Deuschl G, Petersen G, Oertel W, Ahmerkamp-Böhme J. The economic benefit of timely, adequate, and adherence to Parkinson’s disease treatment: the value of Treatment Project 2. Eur J Neurol. 2021;28(2):707–16.PubMedCrossRef Dodel R, Tinelli M, Deuschl G, Petersen G, Oertel W, Ahmerkamp-Böhme J. The economic benefit of timely, adequate, and adherence to Parkinson’s disease treatment: the value of Treatment Project 2. Eur J Neurol. 2021;28(2):707–16.PubMedCrossRef
18.
go back to reference Malek N, Grosset DG. Medication adherence in patients with Parkinson’s disease. CNS Drugs. 2015;29(1):47–53.PubMedCrossRef Malek N, Grosset DG. Medication adherence in patients with Parkinson’s disease. CNS Drugs. 2015;29(1):47–53.PubMedCrossRef
19.
go back to reference Daley DJ, Myint PK, Gray RJ, Deane KH. Systematic review on factors associated with medication non-adherence in Parkinson’s disease. Parkinsonism Relat Disord. 2012;18(10):1053–61.PubMedCrossRef Daley DJ, Myint PK, Gray RJ, Deane KH. Systematic review on factors associated with medication non-adherence in Parkinson’s disease. Parkinsonism Relat Disord. 2012;18(10):1053–61.PubMedCrossRef
20.
go back to reference Yi ZM, Willis S, Zhang Y, Liu N, Tang QY, Zhai SD. Impact of a Collaborative Pharmaceutical Care Service for patients with Parkinson’s Disease. Front Pharmacol. 2022;12:793361.PubMedPubMedCentralCrossRef Yi ZM, Willis S, Zhang Y, Liu N, Tang QY, Zhai SD. Impact of a Collaborative Pharmaceutical Care Service for patients with Parkinson’s Disease. Front Pharmacol. 2022;12:793361.PubMedPubMedCentralCrossRef
21.
go back to reference Castro GS, Aguilar-Alvarado CM, Zúñiga-Ramírez C, Sáenz-Farret M, Otero-Cerdeira E, Serrano-Dueñas M, González-Usigli HA, Bernal O, Leal-Ortega R, Estrada-Bellmann I, Meléndez-Flores JD, Miranda-Cabezas M, Martínez-Hernández HR, Giugni JC, Mejía-Rojas KK, Mori N, Raina GB, Fernández CLG, Pecci C, Álvarez-Villalobos NA, Micheli F. Adherence to treatment in Parkinson’s disease: a multicenter exploratory study with patients from six latin American countries. Parkinsonism Relat Disord. 2021;93:1–7.PubMedCrossRef Castro GS, Aguilar-Alvarado CM, Zúñiga-Ramírez C, Sáenz-Farret M, Otero-Cerdeira E, Serrano-Dueñas M, González-Usigli HA, Bernal O, Leal-Ortega R, Estrada-Bellmann I, Meléndez-Flores JD, Miranda-Cabezas M, Martínez-Hernández HR, Giugni JC, Mejía-Rojas KK, Mori N, Raina GB, Fernández CLG, Pecci C, Álvarez-Villalobos NA, Micheli F. Adherence to treatment in Parkinson’s disease: a multicenter exploratory study with patients from six latin American countries. Parkinsonism Relat Disord. 2021;93:1–7.PubMedCrossRef
22.
go back to reference Tarrants ML, Denarié MF, Castelli-Haley J, Millard J, Zhang D. Drug therapies for Parkinson’s disease: a database analysis of patient compliance and persistence. Am J Geriatr Pharmacother. 2010;8(4):374–83.PubMedCrossRef Tarrants ML, Denarié MF, Castelli-Haley J, Millard J, Zhang D. Drug therapies for Parkinson’s disease: a database analysis of patient compliance and persistence. Am J Geriatr Pharmacother. 2010;8(4):374–83.PubMedCrossRef
23.
go back to reference Wei YJ, Palumbo FB, Simoni-Wastila L, Shulman LM, Stuart B, Beardsley R, Brown CH. Antiparkinson drug adherence and its association with health care utilization and economic outcomes in a Medicare Part D population. Value Health. 2014;17(2):196–204.PubMedCrossRef Wei YJ, Palumbo FB, Simoni-Wastila L, Shulman LM, Stuart B, Beardsley R, Brown CH. Antiparkinson drug adherence and its association with health care utilization and economic outcomes in a Medicare Part D population. Value Health. 2014;17(2):196–204.PubMedCrossRef
24.
go back to reference Choudhry NK, Shrank WH, Levin RL, Lee JL, Jan SA, Brookhart MA, Solomon DH. Measuring concurrent adherence to multiple related medications. Am J Manag Care. 2009;15(7):457–64.PubMedPubMedCentral Choudhry NK, Shrank WH, Levin RL, Lee JL, Jan SA, Brookhart MA, Solomon DH. Measuring concurrent adherence to multiple related medications. Am J Manag Care. 2009;15(7):457–64.PubMedPubMedCentral
25.
go back to reference Peterson AM, Nau DP, Cramer JA, Benner J, Gwadry-Sridhar F, Nichol M. A checklist for medication compliance and persistence studies using retrospective databases. Value Health. 2007;10(1):3–12.PubMedCrossRef Peterson AM, Nau DP, Cramer JA, Benner J, Gwadry-Sridhar F, Nichol M. A checklist for medication compliance and persistence studies using retrospective databases. Value Health. 2007;10(1):3–12.PubMedCrossRef
26.
go back to reference Christian C, Borden BA, Danahey K, Yeo KTJ, van Wijk XMR, Ratain MJ, O’Donnell PH. Pharmacogenomic-based decision support to Predict Adherence to medications. Clin Pharmacol Ther. 2020;108(2):368–76.PubMedCrossRef Christian C, Borden BA, Danahey K, Yeo KTJ, van Wijk XMR, Ratain MJ, O’Donnell PH. Pharmacogenomic-based decision support to Predict Adherence to medications. Clin Pharmacol Ther. 2020;108(2):368–76.PubMedCrossRef
27.
go back to reference Kulkarni AS, Balkrishnan R, Anderson RT, Edin HM, Kirsch J, Stacy MA. Medication adherence and associated outcomes in medicare health maintenance organization-enrolled older adults with Parkinson’s disease. Mov Disord. 2008;23(3):359–65.PubMedCrossRef Kulkarni AS, Balkrishnan R, Anderson RT, Edin HM, Kirsch J, Stacy MA. Medication adherence and associated outcomes in medicare health maintenance organization-enrolled older adults with Parkinson’s disease. Mov Disord. 2008;23(3):359–65.PubMedCrossRef
28.
go back to reference Wang ML, Yi ZM, Chen SD, Ma CC, Zhao LM. The treatment of Parkinson’s disease coexisted with epilepsy. Chin Hosp Pharm. 2019;39(15):1599–604. Wang ML, Yi ZM, Chen SD, Ma CC, Zhao LM. The treatment of Parkinson’s disease coexisted with epilepsy. Chin Hosp Pharm. 2019;39(15):1599–604.
29.
go back to reference Grimes D, Fitzpatrick M, Gordon J, Miyasaki J, Fon EA, Schlossmacher M, Suchowersky O, Rajput A, Lafontaine AL, Mestre T, Appel-Cresswell S, Kalia SK, Schoffer K, Zurowski M, Postuma RB, Udow S, Fox S, Barbeau P, Hutton B. Canadian guideline for Parkinson disease. CMAJ. 2019;191(36):E989–1004.PubMedPubMedCentralCrossRef Grimes D, Fitzpatrick M, Gordon J, Miyasaki J, Fon EA, Schlossmacher M, Suchowersky O, Rajput A, Lafontaine AL, Mestre T, Appel-Cresswell S, Kalia SK, Schoffer K, Zurowski M, Postuma RB, Udow S, Fox S, Barbeau P, Hutton B. Canadian guideline for Parkinson disease. CMAJ. 2019;191(36):E989–1004.PubMedPubMedCentralCrossRef
30.
go back to reference Son AY, Biagioni MC, Kaminski D, Gurevich A, Stone B, Di Rocco A. Parkinson’s Disease and Cryptogenic Epilepsy. Case Rep Neurol Med. 2016;2016:3745631.PubMedPubMedCentral Son AY, Biagioni MC, Kaminski D, Gurevich A, Stone B, Di Rocco A. Parkinson’s Disease and Cryptogenic Epilepsy. Case Rep Neurol Med. 2016;2016:3745631.PubMedPubMedCentral
31.
go back to reference Malek N, Heath CA, Greene J. A review of medication adherence in people with epilepsy. Acta Neurol Scand. 2017;135(5):507–15.PubMedCrossRef Malek N, Heath CA, Greene J. A review of medication adherence in people with epilepsy. Acta Neurol Scand. 2017;135(5):507–15.PubMedCrossRef
32.
go back to reference Thaha F, Gangadhar R, Iype T, Rajan R. Adverse drug reaction to antiparkinson agents in idiopathic Parkinson Disease: a prospective observational study in a Movement Disorder outpatient clinic. Int J Basic Clin Pharmacol. 2017;6(4):901–05.CrossRef Thaha F, Gangadhar R, Iype T, Rajan R. Adverse drug reaction to antiparkinson agents in idiopathic Parkinson Disease: a prospective observational study in a Movement Disorder outpatient clinic. Int J Basic Clin Pharmacol. 2017;6(4):901–05.CrossRef
33.
go back to reference Wallen ZD, Stone WJ, Factor SA, Molho E, Zabetian CP, Standaert DG, Payami H. Exploring human-genome gut-microbiome interaction in Parkinson’s disease. NPJ Parkinsons Dis. 2021;7(1):74.PubMedPubMedCentralCrossRef Wallen ZD, Stone WJ, Factor SA, Molho E, Zabetian CP, Standaert DG, Payami H. Exploring human-genome gut-microbiome interaction in Parkinson’s disease. NPJ Parkinsons Dis. 2021;7(1):74.PubMedPubMedCentralCrossRef
34.
go back to reference Dahodwala N, Li P, Jahnke J, Ladage VP, Pettit AR, Kandukuri PL, Bao Y, Zamudio J, Jalundhwala YJ, Doshi JA. Burden of Parkinson’s Disease by Severity: Health Care costs in the U.S. Medicare Population. Mov Disord. 2021;36(1):133–42.PubMedCrossRef Dahodwala N, Li P, Jahnke J, Ladage VP, Pettit AR, Kandukuri PL, Bao Y, Zamudio J, Jalundhwala YJ, Doshi JA. Burden of Parkinson’s Disease by Severity: Health Care costs in the U.S. Medicare Population. Mov Disord. 2021;36(1):133–42.PubMedCrossRef
35.
go back to reference Hjalte F, Norlin JM, Kellerborg K, Odin P. Parkinson’s disease in Sweden-resource use and costs by severity. Acta Neurol Scand. 2021;144(5):592–9.PubMedCrossRef Hjalte F, Norlin JM, Kellerborg K, Odin P. Parkinson’s disease in Sweden-resource use and costs by severity. Acta Neurol Scand. 2021;144(5):592–9.PubMedCrossRef
36.
go back to reference Li YF, Li JR, Liu ZH, Yi ZM. Rapid health technology assessment on selegiline for Parkinson’s disease. Clin Medicat J. 2022;20(4):64–71. Li YF, Li JR, Liu ZH, Yi ZM. Rapid health technology assessment on selegiline for Parkinson’s disease. Clin Medicat J. 2022;20(4):64–71.
37.
go back to reference Wang R, Li X, Gu X, Cai Q, Wang Y, Yi ZM, Chen LC. The impact of China’s zero markup drug policy on drug costs for managing Parkinson’s disease and its complications: an interrupted time series analysis. Front Public Health. 2023;11:1159119.PubMedPubMedCentralCrossRef Wang R, Li X, Gu X, Cai Q, Wang Y, Yi ZM, Chen LC. The impact of China’s zero markup drug policy on drug costs for managing Parkinson’s disease and its complications: an interrupted time series analysis. Front Public Health. 2023;11:1159119.PubMedPubMedCentralCrossRef
38.
go back to reference Radojević B, Dragašević-Mišković NT, Milovanović A, Svetel M, Petrović I, Pešić M, Tomić A, Stanisavljević D, Savić MM, Kostić VS. Adherence to medication among Parkinson’s Disease patients using the adherence to refills and medications Scale. Int J Clin Pract. 2022;2022:6741280.PubMedPubMedCentralCrossRef Radojević B, Dragašević-Mišković NT, Milovanović A, Svetel M, Petrović I, Pešić M, Tomić A, Stanisavljević D, Savić MM, Kostić VS. Adherence to medication among Parkinson’s Disease patients using the adherence to refills and medications Scale. Int J Clin Pract. 2022;2022:6741280.PubMedPubMedCentralCrossRef
39.
go back to reference Feng XL, Martinez-Alvarez M, Zhong J, Xu J, Yuan B, Meng Q, Balabanova D. Extending access to essential services against constraints: the three-tier health service delivery system in rural China (1949–1980). Int J Equity Health. 2017;16(1):49.PubMedPubMedCentralCrossRef Feng XL, Martinez-Alvarez M, Zhong J, Xu J, Yuan B, Meng Q, Balabanova D. Extending access to essential services against constraints: the three-tier health service delivery system in rural China (1949–1980). Int J Equity Health. 2017;16(1):49.PubMedPubMedCentralCrossRef
40.
go back to reference Xie J, Wu EQ, Wang S, Cheng T, Zhou Z, Zhong J, Liu L. Real-World Data for Healthcare Research in China: call for actions. Value Health Reg Issues. 2022;27:72–81.PubMedCrossRef Xie J, Wu EQ, Wang S, Cheng T, Zhou Z, Zhong J, Liu L. Real-World Data for Healthcare Research in China: call for actions. Value Health Reg Issues. 2022;27:72–81.PubMedCrossRef
41.
go back to reference Blecker S, Adhikari S, Zhang H, Dodson JA, Desai SM, Anzisi L, Pazand L, Schoenthaler AM, Mann DM. Validation of EHR medication fill data obtained through electronic linkage with pharmacies. J Manag Care Spec Pharm. 2021;27(10):1482–7.PubMed Blecker S, Adhikari S, Zhang H, Dodson JA, Desai SM, Anzisi L, Pazand L, Schoenthaler AM, Mann DM. Validation of EHR medication fill data obtained through electronic linkage with pharmacies. J Manag Care Spec Pharm. 2021;27(10):1482–7.PubMed
42.
go back to reference Dima AL, Allemann SS, Dunbar-Jacob J, Hughes DA, Vrijens B, Wilson IB. TEOS: a framework for constructing operational definitions of medication adherence based on timelines-events-objectives-sources. Br J Clin Pharmacol. 2021;87(6):2521–33.PubMedCrossRef Dima AL, Allemann SS, Dunbar-Jacob J, Hughes DA, Vrijens B, Wilson IB. TEOS: a framework for constructing operational definitions of medication adherence based on timelines-events-objectives-sources. Br J Clin Pharmacol. 2021;87(6):2521–33.PubMedCrossRef
43.
go back to reference Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, Dobbels F, Fargher E, Morrison V, Lewek P, Matyjaszczyk M, Mshelia C, Clyne W, Aronson JK, Urquhart J, ABC Project Team. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73(5):691–705.PubMedPubMedCentralCrossRef Vrijens B, De Geest S, Hughes DA, Przemyslaw K, Demonceau J, Ruppar T, Dobbels F, Fargher E, Morrison V, Lewek P, Matyjaszczyk M, Mshelia C, Clyne W, Aronson JK, Urquhart J, ABC Project Team. A new taxonomy for describing and defining adherence to medications. Br J Clin Pharmacol. 2012;73(5):691–705.PubMedPubMedCentralCrossRef
Metadata
Title
Medication adherence and costs of medical care among patients with Parkinson’s disease: an observational study using electronic medical records
Authors
Zhanmiao Yi
Yudan Mao
Chenxuan He
Yantao Zhang
Junwen Zhou
Xing Lin Feng
Publication date
01-12-2024
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2024
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-024-18431-y

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