Identifying the underlying factors associated with antidepressant drug discontinuation: content analysis of patients’ drug reviews

References

• Mojtabai R, Olfson M. National trends in long-term use of antidepressant medications: results from the US National Health and Nutrition Examination Survey. J Clin Psychiatry. 2014;75(02):169–77. doi:10.4088/JCP.13m08443.
   PubMedGoogle Scholar
• Dibato J, Koye, D, Polonsky, W, Montvida, O, Paul, K. 255-OR: temporal trend in the prevalence and incidence of depression and antidepressant usages in incident type 2 diabetes from US and UK. Am Diabetes Assoc; 2019.
   Google Scholar
• Olfson M, Marcus SC. National patterns in antidepressant medication treatment. Arch Gen Psychiatry. 2009;66(8):848–56. doi:10.1001/archgenpsychiatry.2009.81.
   PubMed Web of Science ®Google Scholar
• Castle T, Cunningham MA, Marsh GM. Antidepressant medication adherence via interactive voice response telephone calls. Am J Manag Care. 2012;18:e346–55.
   PubMed Web of Science ®Google Scholar
• Murata A, Kanbayashi T, Shimizu T, Miura M. Risk factors for drug nonadherence in antidepressant-treated patients and implications of pharmacist adherence instructions for adherence improvement. Patient Prefer Adherence. 2012;6:863. doi:10.2147/PPA.S36295.
   PubMed Web of Science ®Google Scholar
• Uher R, Farmer A, Henigsberg N, Rietschel M, Mors O, Maier W, Aitchison KJ. Adverse reactions to antidepressants. BrJ Psychiatry. 2009;195:202–10. doi:10.1192/bjp.bp.108.061960.
   PubMed Web of Science ®Google Scholar
• Steinke EE, Patterson‐Midgley PE. Perspectives of nurses and patients on the need for sexual counseling of MI patients. Rehabil Nurs. 1998;23(2):64–70. doi:10.1002/j.2048-7940.1998.tb02132.x.
   PubMedGoogle Scholar
• Lau KCK, Lee EHM, Hui CLM, Chang WC, Chan SKW, Chen EYH. Psychosis patients’ knowledge, adherence and attitudes towards the naming of antipsychotic medication in Hong Kong. Early Interv Psychiatry. 2015;9(5):422–27. doi:10.1111/eip.12169.
   PubMed Web of Science ®Google Scholar
• Hickling LM, Kouvaras S, Nterian Z, Perez-Iglesias R. Non-adherence to antipsychotic medication in first-episode psychosis patients. Psychiatry Res. 2018;264:151–54. doi:10.1016/j.psychres.2018.04.002.
   PubMed Web of Science ®Google Scholar
• Hui CL, Chen EY, Kan CS, Yip KC, Law CW, Chiu CP. Anti-psychotics adherence among out-patients with schizophrenia in Hong Kong. Keio J Med. 2006;55(1):9–14. doi:10.2302/kjm.55.9.
   PubMedGoogle Scholar
• Demyttenaere K, Bruffaerts R, Albert A, Mesters P, Dewé W, Debruyckere K, Sangeleer M. Development of an antidepressant compliance questionnaire. Acta Psychiatr Scand. 2004;110(3):201–07. doi:10.1111/j.1600-0447.2004.00350.x.
   PubMed Web of Science ®Google Scholar
• Brown C, Dunbar-Jacob J, Palenchar DR, Kelleher KJ, Bruehlman RD, Sereika S, Thase ME. Primary care patients’ personal illness models for depression: a preliminary investigation. Fam Pract. 2001;18(3):314–20. doi:10.1093/fampra/18.3.314.
   PubMed Web of Science ®Google Scholar
• Gale NK, Heath G, Cameron E, Rashid S, Redwood S. Using the framework method for the analysis of qualitative data in multi- disciplinary health research. BMC Med Res Methodol. 2013;13(1):117. doi:10.1186/1471-2288-13-117.
   PubMed Web of Science ®Google Scholar
• Liu Y, Xu S, Yoon HJ, Tourassi G. Extracting patient demographics and personal medical information from online health forums. AMIA Annual Symposium Proceedings; 2014; American Medical Informatics Association. p. 1825.
   Google Scholar
• Loper E, Bird S. NLTK: the natural language toolkit. arXiv preprint cs. 2002. p. 0205028.
   Google Scholar
• Artstein R, Poesio M. Inter-coder agreement for computational linguistics. Comput Linguist. 2008;34(4):555–96. doi:10.1162/coli.07-034-R2.
   Web of Science ®Google Scholar
• Ng CH, Smith DJ, King J, Ong S, Schweitzer I. Medication attitudes and beliefs in patients with psychotic and affective disorders on maintenance treatment. Hum Psychopharmacol Clin Exp. 2012;27(1):57–62. doi:10.1002/hup.1264.
   PubMed Web of Science ®Google Scholar
• Jacob SA, Ab Fatah Ab Rahman MA, Hassali A. Attitudes and beliefs of patients with chronic depression toward antidepressants and depression. Neuropsychiatr Dis Treat. 2015;11:1339. doi:10.2147/NDT.S82563.
   PubMed Web of Science ®Google Scholar
• Prins MA, Erhaak PF, Bensing JM, Van Der Meer K. Health beliefs and perceived need for mental health care of anxiety and depression—The patients’ perspective explored. Clin Psychol Rev. 2008;28(6):1038–58. doi:10.1016/j.cpr.2008.02.009.
   PubMed Web of Science ®Google Scholar
• Saeys Y, Abeel T, Van de Peer Y. Robust feature selection using ensemble feature selection techniques. Joint European Conference on Machine Learning and Knowledge Discovery in Databases; 2008; Berlin: Springer. p. 313–25.
   Google Scholar
• Serrano MJ, Vives M, Mateu C, Vicens C, Molina R, Puebla-Guedea M, Gili M. Therapeutic adherence in primary care depressed patients: a longitudinal study. Actas Esp Psiquiatr. 2014;42:91–98.
   PubMed Web of Science ®Google Scholar
• Offord S, Lin J, Mirski D, Wong B. Impact of early nonadherence to oral antipsychotics on clinical and economic outcomes among patients with schizophrenia. Adv Ther. 2013;30(3):286–97. doi:10.1007/s12325-013-0016-5.
   PubMed Web of Science ®Google Scholar
• Harpaz R, Callahan A, Tamang S, Low Y, Odgers D, Finlayson S, Shah NH, LePendu P, Shah NH. Text mining for adverse drug events: the promise, challenges, and state of the art. Drug Saf. 2014;37(10):777–90. doi:10.1007/s40264-014-0218-z.
   PubMed Web of Science ®Google Scholar
• Moncrieff J, Cohen D, Mason, Mason JP. The subjective experience of taking antipsychotic medication: a content analysis of Internet data. Acta Psychiatr Scand. 2009;120(2):102–11. doi:10.1111/j.1600-0447.2009.01356.x.
   PubMed Web of Science ®Google Scholar
• Sampathkumar H, Chen XW, Luo B. Mining adverse drug reactions from online healthcare forums using hidden Markov model. BMC Med Inform Decis Mak. 2014;14(1):91. doi:10.1186/1472-6947-14-91.
   PubMedGoogle Scholar
• Dixon BE, Jabour AM, Phillips EOK, Marrero DG. An informatics approach to medication adherence assessment and improvement using clinical, billing, and patient-entered data. J Am Med Inf Assoc. 2014;21(3):517–21. doi:10.1136/amiajnl-2013-001959.
   PubMed Web of Science ®Google Scholar
• Dixon B, Alzeer AH, Phillips EOK, Marrero DG. Integration of provider, pharmacy, and patient-reported data to improve medication adherence for type 2 diabetes: a controlled before-after pilot study. JMIR Med Inf. 2016;4(1):e4739. doi:10.2196/medinform.4739.
   Web of Science ®Google Scholar