Electronic Prescription Systems and Medication Adherence in Schizophrenia: A Systematic Review of Digital Integration and Implementation Evidence

Tri Sunu Handayani, Muhammad Thesa Ghozali, Sabtanti Harimurti

Abstract


Medication non-adherence among patients with schizophrenia  ranges from 40% to 60% and is a major factor contributing to relapse and rehospitalization. Objective assessment of medication adherence was facilitated through an electronic prescription system (SRE), although evidence regarding its effectiveness and implementation remains limited. This study aimed to evaluate the effectiveness of SRE in improving medication adherence among patients with schizophrenia and to identify factors influencing its implementation. A literature search was conducted in PubMed, Scopus, PsycINFO, Embase, and Web of Science for studies published between 2015–2025. Study was assessed using the RoB-2, ROBINS-I, CASP, and GRADE instruments. Data were synthesized using a thematic approach and a random effects model. A total of 501 studies were identified, of which eligible studies were included in the final synthesis.  The findings indicated that SRE (Schizophine Recognition Elements) improved the objective identification of medication non-adherence, with measured medication adherence (p=0.001) and may contribute to relapse prevention among patients with  schizophrenia. The use of long-acting antipsychotics (LAIs) was also associated with better adherence, with adherence rates ranging from 46% to 61%. The main barriers to implementation included poor internet connectivity, resistant among healthcare professionals, non-user-friendly interfaces, and limited digital literacy. Overall, SRE appears to be an effective strategy for improving medication adherence among patients with schizophrenia , particularly when  supported by healthcare interventions and  the use of LAIs. Successful implementation requires  institutional  commitment, standardized performance metrics, and effective integration into routine clinical practice.

 

Keywords: Electronic prescribing, medication adherence, schizophrenia

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Alsabhan, J. F., Almalag, H. M., Aljafali, L., Alnughamish, H., & Almutlaq, G. (2023). Prescribing pattern of antipsychotics for patients with schizophrenia using the total daily dose online tool. Saudi Pharmaceutical Journal, 31(12). https://doi.org/10.1016/j.jsps.2023.101837

Annisa, A. T., Yasin, N. M., & Kristina, S. A. (2023). The Role Of The E-Prescribing System in Healthcare: A Systematic Review. Jurnal Farmasi Sains Dan Praktis, 40–48. https://doi.org/10.31603/pharmacy.v9i1.8257

Arnautovska, U., Trott, M., Vitangcol, K. J., Milton, A., Brown, E., Warren, N., Leucht, S., Firth, J., & Siskind, D. (2025). Efficacy of User Self-Led and Human-Supported Digital Health Interventions for People With Schizophrenia: A Systematic Review and Meta-Analysis. Schizophrenia Bulletin, 51(5), 1402–1416. https://doi.org/10.1093/schbul/sbae143

Azni, Y., & Anisa. (2020). Penerapan Telenursing Pada Klien Dengan Skizoferenia. Artikel Penelitian Jurnal Kesehatan, 9(2). https://doi.org/10.37048/kesehatan.v9i2.269

Bani-Fatemi, A., Tasmim, S., Graff, A., Gerretsen, P., Dada, O. O., Kennedy, J. L., Hettige, N., Zai, C., de Jesus, D., de Bartolomeis, A., & De Luca, V. (2019). The effect of ethnicity and immigration on treatment resistance in schizophrenia. Comprehensive Psychiatry, 89, 28–32. https://doi.org/10.1016/j.comppsych.2018.12.003

Berrouiguet, S., Barrigón, M. L., Brandt, S. A., Nitzburg, G. C., Ovejero, S., Alvarez-Garcia, R., Carballo, J., Walter, M., Billot, R., Lenca, P., Delgado-Gomez, D., Ropars, J., De La Calle Gonzalez, I., Courtet, P., & Baca-García, E. (2017). Ecological assessment of clinicians’ antipsychotic prescription habits in psychiatric inpatients: A novel web- and mobile phone-based prototype for a dynamic clinical decision support system. Journal of Medical Internet Research, 19(1). https://doi.org/10.2196/jmir.5954

Bruthans, J., Berger, J., Šoltés, J., & Michálek, P. (2023). Using the national electronic prescription system to determine the primary non-adherence to medication in the Czech Republic. Frontiers in Pharmacology, 14. https://doi.org/10.3389/FPHAR.2023.1128457

Cahaya, N., Kristina, S. A., Widayanti, A. W., & Green, J. (2022). Interventions to Improve Medication Adherence in People with Schizophrenia: A Systematic Review. Patient Preference and Adherence, 16, 2431–2449. https://doi.org/10.2147/PPA.S378951

Dobber, J., & Latour, C. (2023). Motivational Interviewing and Shared Decision Making for the Medically Complex Patient and Family Caregiver. CMSA’s Integrated Case Management. https://doi.org/10.1891/9780826169518.0008

Putrilia, M., Hakim, A. O., Anggraeni, O., & Fauzi, H. (2025). Analisis BOR dan Dampaknya terhadap Faktor 5M di Rumah Sakit Umum Daerah Cilacap. Jurnal Ilmiah Perekam dan Informasi Kesehatan Imelda (JIPIKI), 10(1), 40-46.

Fowler, J. C., Cope, N., Knights, J., Phiri, P., Makin, A., Peters-Strickland, T., & Rathod, S. (2019). Hummingbird Study: a study protocol for a multicentre exploratory trial to assess the acceptance and performance of a digital medicine system in adults with schizophrenia, schizoaffective disorder or first-episode psychosis. BMJ Open, 9(6). https://doi.org/10.1136/BMJOPEN-2018-025952

Fulford, D., Correll, C. U., Harvey, P. D., & Cohen, A. S. (2025). Digital Therapeutics for People with Schizophrenia Spectrum Disorders: A Systematic Literature Review of Their Effect on Symptoms and Functioning. Schizophrenia Bulletin. https://doi.org/10.1093/SCHBUL/SBAF134

Gremyr, A., Gäre, B. A., Greenhalgh, T., Malm, U., Thor, J., & Andersson, A. C. (2020). Using Complexity Assessment to Inform the Development and Deployment of a Digital Dashboard for Schizophrenia Care: Case Study. Journal of Medical Internet Research, 22(4). https://doi.org/10.2196/15521

Howard, R., Cort, E., Bradley, R., Harper, E., Kelly, L., Bentham, P., Ritchie, C., Reeves, S., Fawzi, W., Livingston, G., Sommerlad, A., Oomman, S., Nazir, E., Nilforooshan, R., Barber, R., Fox, C., Macharouthu, A., Ramachandra, P., Pattan, V., … Gray, R. (2018). Amisulpride for very late-onset schizophrenia-like psychosis: The ATLAS three-arm RCT. Health Technology Assessment, 22(67), vii–60. https://doi.org/10.3310/HTA22670

Jamil, H., Hamza, A., & Sama, G. (2025). Pakistan Journal of Medical & Cardiological Review Artificial Intelligence in Pharmaceutical Care Management for Anxiety, Depression, and Schizophrenia: A Narrative Review. Pakistan Journal of Medical & Cardiological Review, 4(4). https://pakjmcr.com/index.php/1/about

Kardas, P. (2024). From non-adherence to adherence: Can innovative solutions resolve a longstanding problem? European Journal of Internal Medicine, 119, 6–12. https://doi.org/10.1016/J.EJIM.2023.10.012

Lin, C. H., Huang, C. J., Lin, T. C., Chan, H. Y., & Chen, J. J. (2023). Schizophrenia patients discharged on antipsychotic polypharmacy from a public psychiatric hospital in Taiwan, 2006–2021. Psychiatry Research, 330. https://doi.org/10.1016/j.psychres.2023.115575

Mallorquí, A., Oliveira, C., Rios, J., Isla-Pera, M. P., Gil-Badenes, J., Amoretti, S., Bernardo, M., Vieta, E., Parellada, E., Garriga, M., & García-Rizo, C. (2023). Nurse-led lifestyle intervention in a cohort of schizophrenia patients treated with clozapine. Archives of Psychiatric Nursing, 46, 51–57. https://doi.org/10.1016/j.apnu.2023.06.008

Mamang, A., Winahayu, N. E., Khairiyah, O. H., Musadad, D. A., Soeharto, R., Hospital, H., Prof, J., No, L., & Petamburan, G. (2025). The Impact of Family Psychoeducation on Medication Adherence in Schizophrenia Clients for Preventing Rehospitalization. Indonesian Journal of Global Health Research, 7(1), 1117–1126. https://doi.org/10.37287/IJGHR.V7I1.5507

Muhammad, N. A., Aryani Perwitasari, D., Darmawan, E., Dahlan, A., Soepomo, J. S., & Umbulharjo, J. (2016). Kepatuhan Minum Obat Pasien Rawat Jalan Skizofrenia Di Rumah Sakit Jiwa PROF. Dr. Soerojo Magelang. Des, 2016(2), 7–12.

Osimo, E. F., Cardinal, R. N., Jones, P. B., & Khandaker, G. M. (2018). Prevalence and correlates of low-grade systemic inflammation in adult psychiatric inpatients: An electronic health record-based study. Psychoneuroendocrinology, 91, 226–234. https://doi.org/10.1016/j.psyneuen.2018.02.031

Putri, M. shafira, & Dhamanti, I. (2025). Systematic Review: Pengaruh Penggunaan Resep Elektronik terhadap Kejadian Kesalahan Pengobatan di Rumah Sakit. Jurnal Kesehatan Komunitas (Journal of Community Health), 10(3). https://doi.org/10.25311/keskom.vol10.iss3.1605

Santosa, A., Li, J. W., & Tan, T. C. (2025). Digital Health for Equitable Rheumatic Care: Integrating Real-World Experiences to Guide Policy Pathways. Healthcare 2025, Vol. 13, Page 438, 13(4), 438. https://doi.org/10.3390/HEALTHCARE13040438

Seppälä, J., Grasa, E., Alonso-Solis, A., Roldan-Bejarano, A., Haapea, M., Isohanni, M., Miettunen, J., Mendivelso, J. C., Almazán, C., Rubinstein, K., Caspi, A., Unoka, Z., Farkas, K., Reixach, E., Berdun, J., Usall, J., Ochoa, S., Corripio, I., Jääskeläinen, E., … Vermeir, D. (2025). Mobile Therapeutic Attention for Treatment-Resistant Schizophrenia (m-RESIST) Solution for Improving Clinical and Functional Outcomes in Treatment-Resistant Schizophrenia: Prospective, Multicenter Efficacy Study. JMIR Human Factors, 12. https://doi.org/10.2196/67659

Shaffer, K. M., Mayberry, L. S., Salivar, E. G., Doss, B. D., Lewis, A. M., & Canter, K. (2022). Dyadic digital health interventions: Their rationale and implementation. Procedia Computer Science, 206, 183–194. https://doi.org/10.1016/j.procs.2022.09.097

Smith, L. C., Vernal, D. L., Mariegaard, L. S., Christensen, A. G., Jansen, J. E., Schytte, G., Stokbro, L. A., Albert, N., Christensen, M. J., Thomas, N., Hjorthøj, C., Nordentoft, M., & Glenthøj, L. B. (2025). Immersive virtual reality-assisted therapy targeting persistent auditory verbal hallucinations in patients diagnosed with schizophrenia spectrum disorders in Denmark: the Challenge assessor-masked, randomised clinical trial. The Lancet Psychiatry, 12(8), 557–567. https://doi.org/10.1016/S2215-0366(25)00161-0

Sunaryanto, M. B., & Priyono, A. (2025). Artikel Hasil Penelitian Integrasi Technology Acceptance Model (TAM) dan Theory of Planned Behavior (TPB) terhadap Penerimaan QRIS pada Generasi Muda (Vol. 03, Number 02). https://journal.uii.ac.id/selma/index

Suprayogi, A., Purwadhi, & Santoso, B. (2026). Managing Electronic Prescribing Adoption to Improve Physician Compliance and Service Quality. Jurnal Ilmiah Manajemen Kesatuan, 14(1), 817–830. https://doi.org/10.37641/jimkes.v14i1.4486

Suriadi, W., Lazuardi, L., & Kristina, S. A. (2025). The Impact of E-Prescribing Use in Hospitals: A Systematic Review. JURNAL MANAJEMEN DAN PELAYANAN FARMASI (Journal of Management and Pharmacy Practice), 15(4). https://doi.org/10.22146/jmpf.99948

Tham, X. C., Xie, H., Chng, C. M. L., Seah, X. Y., Lopez, V., & Klainin-Yobas, P. (2018). Exploring predictors of medication adherence among inpatients with schizophrenia in Singapore’s mental health settings: A non-experimental study. Archives of Psychiatric Nursing, 32(4), 536–548. https://doi.org/10.1016/j.apnu.2018.02.004

Wei, Y., Yan, V. K. C., Castle, D. J., Huang, C., Deng, E. K., Leung, S. M., Yiu, H. H. E., Lee, K. J., Lui, S. S. Y., Ng, V. W. S., Hayes, J. F., Lai, F. T. T., Wang, H., Yan, E. W. C., & Chan, E. W. (2025). Disease relapse, all-cause mortality, and adverse events associated with long-acting injectable antipsychotics versus oral antipsychotics in older people with schizophrenia in Hong Kong: a population-based within-subject analysis. The Lancet Psychiatry, 12(11), 830–840. https://doi.org/10.1016/S2215-0366(25)00268-8

Wu, T., Xiao, X., Yan, S., Fang, Y., Wang, M., Zu, F., Zhang, Y., & Qian, R. (2023). Digital health interventions to improve adherence to oral antipsychotics among patients with schizophrenia: A scoping review. BMJ Open, 13(11). https://doi.org/10.1136/bmjopen-2023-071984

Yaegashi, H., Kirino, S., Remington, G., Misawa, F., & Takeuchi, H. (2020). Adherence to Oral Antipsychotics Measured by Electronic Adherence Monitoring in Schizophrenia: A Systematic Review and Meta-analysis. CNS Drugs, 34(6), 579–598. https://doi.org/10.1007/S40263-020-00713-9

Yujin, L., Lee, M. S., Jeong, H. G., Youn, H. C., & Kim, S. hyun. (2019). Medication Adherence Using Electronic Monitoring in Severe Psychiatric Illness: 4 and 24 Weeks after Discharge. Clinical Psychopharmacology and Neuroscience, 17(2), 288. https://doi.org/10.9758/CPN.2019.17.2.288

Zhang, C., Dou, X., Zhao, J., Lv, Y., Wu, Z., & Gu, W. (2025). Prescribed Performance Control Based Distributed Secondary Coordination for Islanded AC Microgrids. Journal of Modern Power Systems and Clean Energy, 13(6), 2131–2143. https://doi.org/10.35833/MPCE.2024.001239

Zhu, X., Li, M., Liu, P., Chang, R., Wang, Q., & Liu, J. (2020). A mobile health application-based strategy for enhancing adherence to antipsychotic medication in schizophrenia. Archives of Psychiatric Nursing, 34(6), 472–480. https://doi.org/10.1016/j.apnu.2020.08.001

Zhu, Z., Roy, D., Feng, S., & Vogler, B. (2025). AI-based medication adherence prediction in patients with schizophrenia and attenuated psychotic disorders. Schizophrenia Research, 275, 42–51. https://doi.org/10.1016/j.schres.2024.11.006

Zwide, G. E., Dewet, Z. T., & Sokudela, F. B. (2025). Medication non-adherence in re-admitted patients at a psychiatry hospital: A qualitative study. The South African Journal of Psychiatry : SAJP : The Journal of the Society of Psychiatrists of South Africa, 31, 2345. https://doi.org/10.4102/SAJPSYCHIATRY.V31I0.2345




DOI: http://dx.doi.org/10.30829/contagion.v8i3.29864

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