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Vaffis S, Whaley S, Axon DR, Hall-Lipsy E, Hincapie A, Slack M, Warholak T. Features of Cancer mHealth Apps and Evidence for Patient Preferences: Scoping Literature Review. JMIR Cancer 2023; 9:e37330. [PMID: 37115587 PMCID: PMC10182455 DOI: 10.2196/37330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 07/28/2022] [Accepted: 12/12/2022] [Indexed: 04/29/2023] Open
Abstract
BACKGROUND Cancer is increasingly being treated as a chronic disease rather than an acute one-time illness. Additionally, oral anticancer therapies, as opposed to intravenous chemotherapy, are now available for an increasing number of cancer indications. Mobile health (mHealth) apps for use on mobile devices (eg, smartphones or tablets) are designed to help patients with medication adherence, symptom tracking, and disease management. Several previous literature reviews have been conducted regarding mHealth apps for cancer. However, these studies did not address patient preferences for the features of cancer mHealth apps. OBJECTIVE The primary aim was to review the scientific literature that describes the features and functions of mHealth apps designed for cancer self-management. METHODS As the purpose of this review was to explore the depth and breadth of research on mHealth app features for cancer self-management, a scoping review methodology was adopted. Four databases were used for this review: PubMed/MEDLINE, Embase, CINAHL, and PsycINFO. Citation and reference searches were conducted for manuscripts meeting the inclusion criteria. A gray literature search was also conducted. Data extracted from manuscripts included author, title, publication date, study type, sampling type, cancer type, treatment, age of participants, features, availability (free or subscription), design input, and patient preferences. Finally, the features listed for each app were compared, highlighting similarities across platforms as well as features unique to each app. RESULTS After the removal of duplicates, 522 manuscripts remained for the title and abstract review, with 51 undergoing full-text review. A total of 7 manuscripts (referred to as studies hereafter) were included in the final scoping review. App features described in each study varied from 2 to 11, with a median of 4 features per app. The most reported feature was a symptom or side effect tracker, which was reported in 6 studies. Two apps specified the inclusion of patients and health care providers during the design, while 1 app noted that IT and communications experts provided design input. The utility of the apps for end users was measured in several ways, including acceptability (measuring the end users' experience), usability (assessing the functionality and performance by observing real users completing tasks), or qualitative data (reports from end users collected from interviews or focus groups). CONCLUSIONS This review explored the literature on cancer mHealth apps. Popular features within these mHealth apps include symptom trackers, cancer education, and medication trackers. However, these apps and features are often developed with little input from patients. Additionally, there is little information regarding patient preferences for the features of existing apps. While the number of cancer-related apps available for download continues to increase, further exploration of patient preferences for app features could result in apps that better meet patient disease self-management needs.
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Affiliation(s)
- Shannon Vaffis
- College of Pharmacy, University of Arizona, Tucson, AZ, United States
| | - Soluna Whaley
- College of Pharmacy, University of Arizona, Tucson, AZ, United States
| | - David Rhys Axon
- College of Pharmacy, University of Arizona, Tucson, AZ, United States
| | | | - Ana Hincapie
- James L Winkle College of Pharmacy, University of Cincinnati, Cincinnati, OH, United States
| | - Marion Slack
- College of Pharmacy, University of Arizona, Tucson, AZ, United States
| | - Terri Warholak
- College of Pharmacy, University of Arizona, Tucson, AZ, United States
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Nelson DR, Heaton P, Hincapie A, Ghodke S, Chen J. Differential Cost-Sharing Undermines Treatment Adherence to Combination Therapy: Evidence from Diabetes Treatment. Diabetes Ther 2021; 12:2149-2164. [PMID: 34212316 PMCID: PMC8342747 DOI: 10.1007/s13300-021-01098-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 06/10/2021] [Indexed: 11/16/2022] Open
Abstract
INTRODUCTION The objective of this study was to measure the influence of differences in out-of-pocket (OOP) costs for type 2 diabetes (T2D) medications on within-patient adherence behavior towards combination drug therapy regimens. METHODS This was an observational, retrospective, paired sample study in patients with T2D using longitudinal pharmacy data from the 2009-2014 Medical Expenditure Panel Survey (MEPS) augmented with socio-demographic factors. We took a within-patient approach to minimize confounding effects by including patients who maintained the same number of diabetes drug classes over 2 years of MEPS. For each patient, we selected the most and least costly drug classes in the second year and examined their corresponding adherence behavior measured by medication possession ratio. The primary hypothesis tested the significance of the correlation between magnitude of the OOP cost difference and behavioral response in adherence. RESULTS Analysis included 1189 patients representing over 4.2 million US residents with T2D. A significant negative correlation (p < 0.001) was observed between the differences of OOP costs and adherence to the most and least costly medications compared within patients. Reduction in adherence to the most costly medication was generally observed when the difference in OOP costs was greater than $33/month. A greater variability in adherence was observed when the cost difference exceeded $2.39/month as compared to other cost difference ranges (p < 0.001), indicative of choices being made. CONCLUSIONS As OOP costs increased, adherence variability increased initially until a cost threshold, beyond which the adherence to the more costly medication decreased. In addition to OOP cost, adherence was also influenced by type of medication and self-perception of health. Given the complex correlation between OOP costs and adherence to medication, we suggest a careful approach to cost-sharing in the current insurance drug design and relevant insurance policies.
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Affiliation(s)
- David R Nelson
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, IN, 46285, USA.
| | - Pamela Heaton
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, OH, USA
| | - Ana Hincapie
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, OH, USA
| | - Shirin Ghodke
- Eli Lilly Services India Private Limited, Bengaluru, Karnataka, India
| | - Jieling Chen
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, IN, 46285, USA
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Nowlan SE, MacKinnon NJ, Hincapie A, Tachuk M. A survey of Alberta pharmacists' attitudes, comfort and perceived barriers to a community-based naloxone program. Can Pharm J (Ott) 2021; 154:262-270. [PMID: 34345319 DOI: 10.1177/17151635211018254] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 11/08/2020] [Accepted: 11/13/2020] [Indexed: 11/16/2022]
Abstract
Background Community pharmacists play an important role in the wellness of patients, families and friends affected by prescription and illicit opioid drugs. They are key partners of the Community Based Naloxone (CBN) Program in Alberta and similar programs across other Canadian jurisdictions. This publicly funded program is an evidence-based response to the opioid overdose crisis, facilitating access to and distribution of naloxone kits through pharmacies. The study aimed to describe Alberta community pharmacists' practices, training, comfort levels and views in dispensing naloxone kits through the CBN program and detail potential perceived barriers to program participation. Methods The study was conducted as a cross-sectional online survey of Alberta pharmacists. Data collected from the survey were descriptive and evaluated using Microsoft Excel. Fisher exact tests were used to study the associations in responses among several demographic characteristics and related to dispensing practices, pharmacists' beliefs and perceived barriers. Results A total of 255 responses were included in the final analysis, with 89.8% of pharmacists replying "yes" to CBN program participation. Pharmacists on average were "comfortable" dispensing naloxone to patients for varying indications, with 85% reporting always providing education when dispensing naloxone to an individual for the first time. About 41% of pharmacists reported no barriers to the program, with the most common perceived barriers being lack of time (29%), demand (20%) and funding (19%). Conclusion Most community pharmacists who responded to the survey participate in the CBN program in Alberta. They held positive beliefs about their role in screening patients for the risk of opioid overdose and are confident in their abilities to recommend and educate on naloxone kits. Proactive screening appeared lower, however, and dispensing kits were potentially variable. Addressing factors such as time, funding for services and demand may help further pharmacist uptake and success of the program. Can Pharm J (Ott) 2021;154:xx-xx.
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Affiliation(s)
- Sarah-Emily Nowlan
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio
| | - Neil J MacKinnon
- Department of Population Health Sciences, Medical College of Georgia, Augusta University, Edmonton, Alberta
| | - Ana Hincapie
- James L. Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio
| | - Matt Tachuk
- Alberta Pharmacists' Association, Edmonton, Alberta
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Hincapie A, Schlosser E, Damachi U, Neff E, Llambi L, Groves K, MacKinnon NJ. Perceptions of the provision of drug information, pharmaceutical detailing and engagement with non-personal promotion at a large physicians network: a mixed-methods study. BMJ Open 2021; 11:e041098. [PMID: 33462098 PMCID: PMC7813310 DOI: 10.1136/bmjopen-2020-041098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Non-personal promotion (NPP) such as digital, print-based marketing, direct promotional visits and free drug samples are means of pharmaceutical marketing. This study described practices of drug information, pharmaceutical detailing and engagement with NPP at an integrated network of providers. DESIGN This was a sequential explanatory mixed-methods study. A survey was followed by semistructured interviews. The questionnaire elicited preferred sources of drug information, management of drug information and perceptions on drug samples, coupons and pharmaceutical representative visits. Interviews were audio-recorded and transcribed. Data were analysed using descriptive statistics (quantitative) and content analysis (qualitative). SETTING Face-to-face or telephonic interviews were conducted at a large physicians network in Northern Kentucky. PARTICIPANTS Eighty-two medical assistants, primary care, specialty providers and other office staff who completed the survey and 16 interviewees. RESULTS Most respondents were women (79.3%), office managers (26.8%) and individuals employed for 15 years or longer within the organisation (30.5%). Most participants (85.3%) indicated that pharmaceutical representative visits are the most common source of drug information. Paper-based material was the most frequent form in which information was received in physician offices (62.2%). Medical assistants were usually responsible for handling drug information (46.3%) on arrival in the office, compared with 15.3% of physicians. Drug representative detailing and lunches (62.2%) were the desired method of drug information communication followed by electronic mail or e-journals (11%). Interviewees generated three themes that described pharmaceutical representative visits and interactions with prescriber and non-prescriber personnel in the offices. CONCLUSIONS We found significant involvement of non-prescriber personnel in drug information management at primary and specialty care offices. Participants perceived that pharmaceutical representatives have an important role in keeping the offices informed and supplied with relevant drug information, coupons and samples. Findings highlight the importance of engaging prescriber and non-prescriber personnel to guarantee relevant information reaches providers.
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Affiliation(s)
- Ana Hincapie
- James L Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Elizabeth Schlosser
- James L Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Udim Damachi
- James L Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
| | - Erica Neff
- Ambulatory Care Pharmacy, St. Elizabeth Physicians, Erlanger, Kentucky, USA
| | - Leandro Llambi
- Ambulatory Care Pharmacy, St. Elizabeth Physicians, Erlanger, Kentucky, USA
| | - Kent Groves
- Global Health, Merkle Inc, Columbia, Maryland, USA
| | - Neil J MacKinnon
- James L Winkle College of Pharmacy, University of Cincinnati, Cincinnati, Ohio, USA
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Johnson K, Kirby J, Kayse A, Brookhart A, Frede S, Hincapie A. Impact of an adherence intervention program on patient adherence and star ratings measures in a large community pharmacy chain. J Am Pharm Assoc (2003) 2020; 60:e70-e78. [DOI: 10.1016/j.japh.2020.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 01/14/2020] [Accepted: 02/16/2020] [Indexed: 10/24/2022]
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Hincapie A, Machnicki G, Julian G, Gilardino R, Soares C, Costa L, Tang B, Rojas R. PNS57 REAL WORLD EVIDENCE LANDSCAPE IN LATIN AMERICA HEALTH CARE DECISION MAKING: EXPLORING UNDERSTANDING, ACCEPTABILITY AND USE. Value Health Reg Issues 2019. [DOI: 10.1016/j.vhri.2019.08.405] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Stenger K, Hincapie A. Evaluating the potential impact of drug sample use and medication assistant programs on star ratings in an accountable care organization. Res Social Adm Pharm 2017. [DOI: 10.1016/j.sapharm.2017.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Danielson J, Hincapie A, Baugh G, Rice L, Sy E, Penm J, Albano C. Best Practices in Establishing and Sustaining Consortia in Pharmacy Education. Am J Pharm Educ 2017; 81:27. [PMID: 28381887 PMCID: PMC5374916 DOI: 10.5688/ajpe81227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 04/05/2016] [Indexed: 06/07/2023]
Abstract
Objective. To describe best practices, necessary resources, and success or lessons learned from established consortia in pharmacy education. Methods. Using semi-structured interviews and qualitative analysis, interviews with members of established consortia in pharmacy education were conducted until saturation was reached. Themes were analyzed and meaningful descriptions of consortia characteristics were developed using systematic text condensation. Results. Thirteen interviews were conducted. The primary purpose for forming a consortium was identified as threefold: share ideas/best practices; facilitate collaboration; and perform shared problem-solving. For experiential education consortia, two additional purposes were found: share capacity for practice sites, and promote standardization across programs. When investigating best practices for established consortia, three main themes were identified. These included strategies for: (1) relationship building within consortia, (2) successful outcomes of consortia, and (3) sustainability. Successful outcomes included scholarship and, sometimes, program standardization. Sustainability was linked to structure/support and momentum. Respect was considered the foundation for collaborative relationships to flourish in these consortia. Conclusions. Pharmacy education consortia form through a process that involves relationship building to produce outcomes that promote sustainability, which benefits both pharmacy schools and individual faculty members. Consortium formation is a viable, productive, and often necessary institutional goal for pharmacy schools.
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Affiliation(s)
| | | | - Gina Baugh
- West Virginia University, Morgantown, West Virginia
| | - Luke Rice
- Washington State University, Pullman, Washington
| | - Erin Sy
- University of Washington, Seattle, Washington
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Abstract
BACKGROUND AND OBJECTIVE Healthcare professionals, industry and policy makers have identified Health Information Exchange (HIE) as a solution to improve patient safety and overall quality of care. The potential benefits of HIE on healthcare have fostered its implementation and adoption in the United States. However,there is a dearth of publications that demonstrate HIE effectiveness. The purpose of this review was to identify and describe evidence of HIE impact on healthcare outcomes. METHODS A database search was conducted. The inclusion criteria included original investigations in English that focused on a HIE outcome evaluation. Two independent investigators reviewed the articles. A qualitative coding approach was used to analyze the data. RESULTS Out of 207 abstracts retrieved, five articles met the inclusion criteria. Of these, 3 were randomized controlled trials, 1 involved retrospective review of data, and 1 was a prospective study. We found that HIE benefits on healthcare outcomes are still sparsely evaluated, and that among the measurements used to evaluate HIE healthcare utilization is the most widely used. CONCLUSIONS Outcomes evaluation is required to give healthcare providers and policy-makers evidence to incorporate in decision-making processes. This review showed a dearth of HIE outcomes data in the published peer reviewed literature so more research in this area is needed. Future HIE evaluations with different levels of interoperability should incorporate a framework that allows a detailed examination of HIE outcomes that are likely to positively affect care.
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Affiliation(s)
- A Hincapie
- The University of Arizona College of Pharmacy , Tucson, AZ
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