Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework
BackgroundOlder adults with multiple chronic conditions (MCC) and polypharmacy often face challenges with medication adherence. Nonadherence can lead to suboptimal treatment outcomes, adverse drug events, and poor quality of life. ObjectiveTo facilitate medication...
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JMIR Publications
2024-10-01
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| Series: | JMIR Formative Research |
| Online Access: | https://formative.jmir.org/2024/1/e54916 |
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| author | Allison P Pack Stacy C Bailey Rachel O'Conor Evelyn Velazquez Guisselle Wismer Fangyu Yeh Laura M Curtis Kenya Alcantara Michael S Wolf |
| author_facet | Allison P Pack Stacy C Bailey Rachel O'Conor Evelyn Velazquez Guisselle Wismer Fangyu Yeh Laura M Curtis Kenya Alcantara Michael S Wolf |
| author_sort | Allison P Pack |
| collection | DOAJ |
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BackgroundOlder adults with multiple chronic conditions (MCC) and polypharmacy often face challenges with medication adherence. Nonadherence can lead to suboptimal treatment outcomes, adverse drug events, and poor quality of life.
ObjectiveTo facilitate medication adherence among older adults with MCC and polypharmacy in primary care, we are adapting a technology-enabled intervention previously implemented in a specialty clinic. The objective of this study was to obtain multilevel feedback to inform the adaptation of the proposed intervention (Phenotyping Adherence Through Technology-Enabled Reports and Navigation [PATTERN]).
MethodsWe conducted a formative qualitative study among patients, clinicians, and clinic administrators affiliated with a large academic health center in Chicago, Illinois. Patient eligibility included being aged 65 years or older, living with MCC, and contending with polypharmacy. Eligibility criteria for clinicians and administrators included being employed by any primary care clinic affiliated with the participating health center. Individual semistructured interviews were conducted remotely by a trained member of the study team using interview guides informed by the Exploration, Preparation, Implementation, and Sustainment Framework. Thematic analysis of interview audio recordings drew from the Rapid Identification of Themes from Audio Recordings procedures.
ResultsIn total, we conducted 25 interviews, including 12 with clinicians and administrators, and 13 with patients. Thematic analysis revealed participants largely found the idea of technology-based medication adherence monitoring to be acceptable and appropriate for the target population in primary care, although several concerns were raised; we discuss these in detail.
ConclusionsOur medication adherence monitoring intervention, adapted from specialty care, will be implemented in primary care. Formative interviews, informed by the Exploration, Preparation, Implementation, and Sustainment Framework and conducted among patients, clinicians, and administrators, have identified intervention adaptation needs. Results from this study could inform other interventions using the patient portal with older adults. |
| format | Article |
| id | doaj-art-a47de0986cd9420fa031db0bb87642dc |
| institution | OA Journals |
| issn | 2561-326X |
| language | English |
| publishDate | 2024-10-01 |
| publisher | JMIR Publications |
| record_format | Article |
| series | JMIR Formative Research |
| spelling | doaj-art-a47de0986cd9420fa031db0bb87642dc2025-08-20T01:47:28ZengJMIR PublicationsJMIR Formative Research2561-326X2024-10-018e5491610.2196/54916Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment FrameworkAllison P Packhttps://orcid.org/0000-0001-5802-293XStacy C Baileyhttps://orcid.org/0000-0002-2566-3789Rachel O'Conorhttps://orcid.org/0000-0001-5104-9531Evelyn Velazquezhttps://orcid.org/0009-0000-2541-6676Guisselle Wismerhttps://orcid.org/0000-0002-2407-662XFangyu Yehhttps://orcid.org/0000-0001-7502-1218Laura M Curtishttps://orcid.org/0000-0003-2380-2201Kenya Alcantarahttps://orcid.org/0009-0005-3788-561XMichael S Wolfhttps://orcid.org/0000-0002-4342-6517 BackgroundOlder adults with multiple chronic conditions (MCC) and polypharmacy often face challenges with medication adherence. Nonadherence can lead to suboptimal treatment outcomes, adverse drug events, and poor quality of life. ObjectiveTo facilitate medication adherence among older adults with MCC and polypharmacy in primary care, we are adapting a technology-enabled intervention previously implemented in a specialty clinic. The objective of this study was to obtain multilevel feedback to inform the adaptation of the proposed intervention (Phenotyping Adherence Through Technology-Enabled Reports and Navigation [PATTERN]). MethodsWe conducted a formative qualitative study among patients, clinicians, and clinic administrators affiliated with a large academic health center in Chicago, Illinois. Patient eligibility included being aged 65 years or older, living with MCC, and contending with polypharmacy. Eligibility criteria for clinicians and administrators included being employed by any primary care clinic affiliated with the participating health center. Individual semistructured interviews were conducted remotely by a trained member of the study team using interview guides informed by the Exploration, Preparation, Implementation, and Sustainment Framework. Thematic analysis of interview audio recordings drew from the Rapid Identification of Themes from Audio Recordings procedures. ResultsIn total, we conducted 25 interviews, including 12 with clinicians and administrators, and 13 with patients. Thematic analysis revealed participants largely found the idea of technology-based medication adherence monitoring to be acceptable and appropriate for the target population in primary care, although several concerns were raised; we discuss these in detail. ConclusionsOur medication adherence monitoring intervention, adapted from specialty care, will be implemented in primary care. Formative interviews, informed by the Exploration, Preparation, Implementation, and Sustainment Framework and conducted among patients, clinicians, and administrators, have identified intervention adaptation needs. Results from this study could inform other interventions using the patient portal with older adults.https://formative.jmir.org/2024/1/e54916 |
| spellingShingle | Allison P Pack Stacy C Bailey Rachel O'Conor Evelyn Velazquez Guisselle Wismer Fangyu Yeh Laura M Curtis Kenya Alcantara Michael S Wolf Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework JMIR Formative Research |
| title | Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework |
| title_full | Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework |
| title_fullStr | Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework |
| title_full_unstemmed | Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework |
| title_short | Phenotyping Adherence Through Technology-Enabled Reports and Navigation (the PATTERN Study): Qualitative Study for Intervention Adaptation Using the Exploration, Preparation, Implementation, and Sustainment Framework |
| title_sort | phenotyping adherence through technology enabled reports and navigation the pattern study qualitative study for intervention adaptation using the exploration preparation implementation and sustainment framework |
| url | https://formative.jmir.org/2024/1/e54916 |
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