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Browsing by Subject "User-centered design"
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Item Acceptability of an mHealth App for Youth With Substance Use and Mental Health Needs: Iterative, Mixed Methods Design(JMIR Publications, 2021-12-24) Adams, Zachary; Grant, Miyah; Hupp, Samantha; Scott, Taylor; Feagans, Amanda; Phillips, Meredith Lois; Bixler, Kristina; Nallam, Phani Teja; La Putt, Dorothy; Psychiatry, School of MedicineBackground: Treating substance use disorders (SUDs) during adolescence can prevent adult addiction and improve youth outcomes. However, it can be challenging to keep adolescents with SUDs engaged in ongoing services, thus limiting potential benefits. Developmentally appropriate tools are needed to improve treatment engagement during and between sessions for youth with SUDs and mental health disorders. Mobile health apps may augment or replace psychotherapy components; however, few have been developed specifically for youth with SUDs following user-guided design principles, which may limit their appropriateness and utility. Formative research on acceptability to intended end users is needed before the efficacy of such tools can be examined. Objective: This study involves user-centered, iterative development and initial user testing of a web-based app for adolescents with SUDs and mental health concerns. Methods: Adolescents aged 14 to 17 years with past-year involvement in outpatient psychotherapy and behavioral health clinicians with adolescent SUD treatment caseloads were recruited. Across 2 assessment phases, 40 participants (alpha: 10 youths and 10 clinicians; beta: 10 youths and 10 clinicians) viewed an app demonstration and completed semistructured interviews and questionnaires about app content and functionality. Results: Participants expressed positive impressions of the app and its potential utility in augmenting outpatient therapy for youth with SUDs and mental health concerns. Noted strengths included valuable educational content, useful embedded resources, and a variety of activities. Adolescents and clinicians favored the app over conventional (paper-and-pencil) modalities, citing convenience and familiarity. The app was found to be user-friendly and likely to improve treatment engagement. Adolescents suggested the inclusion of privacy settings, and clinicians recommended more detailed instructions and simplified language. Conclusions: The novel app developed here appears to be a promising, acceptable, and highly scalable resource to support adolescents with SUDs and mental health concerns. Future studies should test the efficacy of such apps in enhancing adolescent behavioral health treatment engagement and outcomes.Item Helping the Helpers - A research protocol for user-centered technology to aid caregiver management of medications for people with Alzheimer's disease and related dementias(Elsevier, 2022) Werner, Nicole E.; Campbell, Noll L.; Boustani, Malaz; Ganci, Aaron; Holden, Richard J.; Medicine, School of MedicineBackground and objective: Systematically supporting caregiver-assisted medication management through IT interventions is a critical area of need toward improving outcomes for people living with ADRD and their caregivers, but a significant gap exists in the evidence base from which IT interventions to support caregivers' medication tasks can be built. User-centered design can address the user needs evidence gap and provide a scientific mechanism for developing IT interventions that meet caregivers' needs. The present study employs the three phases of user-centered design to address the first two stages of the NIH Stage Model for Behavioral Intervention Development. Methods: We will conduct a three-phase study employing user-centered design techniques across three aims: Aim 1) assess the needs of ADRD caregivers who manage medications for people with ADRD (Stage 0); Aim 2) co-design a prototype IT intervention to support caregiver-assisted medication management collaboratively with ADRD caregivers (Stage IA); and Aim 3) feasibility test the prototype IT intervention with ADRD caregivers (Stage IB). Discussion: Our user-centered design protocol provides a template for integrating the three phases of user-centered design to address the first two stages of the NIH Stage Model that can be used broadly by researchers who are developing IT interventions for ADRD caregivers.Item Know thy eHealth user: Development of biopsychosocial personas from a study of older adults with heart failure(Elsevier, 2017-12) Holden, Richard J.; Kulanthaivel, Anand; Purkayastha, Saptarshi; Kripalani, Sunil; BioHealth Informatics, School of Informatics and ComputingBACKGROUND: Personas are a canonical user-centered design method increasingly used in health informatics research. Personas-empirically-derived user archetypes-can be used by eHealth designers to gain a robust understanding of their target end users such as patients. OBJECTIVE: To develop biopsychosocial personas of older patients with heart failure using quantitative analysis of survey data. METHOD: Data were collected using standardized surveys and medical record abstraction from 32 older adults with heart failure recently hospitalized for acute heart failure exacerbation. Hierarchical cluster analysis was performed on a final dataset of n=30. Nonparametric analyses were used to identify differences between clusters on 30 clustering variables and seven outcome variables. RESULTS: Six clusters were produced, ranging in size from two to eight patients per cluster. Clusters differed significantly on these biopsychosocial domains and subdomains: demographics (age, sex); medical status (comorbid diabetes); functional status (exhaustion, household work ability, hygiene care ability, physical ability); psychological status (depression, health literacy, numeracy); technology (Internet availability); healthcare system (visit by home healthcare, trust in providers); social context (informal caregiver support, cohabitation, marital status); and economic context (employment status). Tabular and narrative persona descriptions provide an easy reference guide for informatics designers. DISCUSSION: Personas development using approaches such as clustering of structured survey data is an important tool for health informatics professionals. We describe insights from our study of patients with heart failure, then recommend a generic ten-step personas development process. Methods strengths and limitations of the study and of personas development generally are discussed.Item Technical infrastructure implications of the patient work framework(Oxford University Press, 2015-04) Valdez, Rupa S.; Holden, Richard J.; Novak, Laurie L.; Veinot, Tiffany C.; BioHealth Informatics, School of Informatics and ComputingItem "There's a problem, now what's the solution?": suggestions for technologies to support the menopausal transition from individuals experiencing menopause and healthcare practitioners(Oxford University Press, 2021) Backonja, Uba; Taylor-Swanson, Lisa; Miller, Andrew D.; Jung, Se-Hee; Haldar, Shefali; Fugate Woods, Nancy; School of Informatics and ComputingObjective: To elicit novel ideas for informatics solutions to support individuals through the menopausal transition. (Note: We use "individuals experiencing menopause" and "experiences" rather than "symptoms" when possible to counter typical framing of menopause as a cisgender women's medical problem.). Methods: A participatory design study was conducted 2015-2017 in the Western US. Two sessions were held with individuals experiencing menopause recruited from the general public; and 3 sessions with healthcare practitioners (HCPs) including nurses, physicians, and complementary and integrative health (CIH) practitioners were held. Participants designed technologies addressing informational needs and burdensome experiences. HCPs reflected on designs from participants experiencing menopause. Directed content analysis was used to analyze transcripts. Results: Eight individuals experiencing menopause (n = 4 each session) and 18 HCPs (n = 10 CIH, n = 3 nurses, n = 5 physicians) participated. All participants provided ideas for solution purpose, hardware, software, features and functions, and data types. Individuals experiencing menopause designed technologies to help understand and prevent burdensome menopause experiences. HCPs designed technologies for tracking and facilitating communication. Compared to nurses and physicians, CIH practitioners suggested designs reframing menopause as a positive experience and accounted for the complex lives of individuals experiencing menopause, including stigma; these ideas corresponded to comments made by participants experiencing menopause. Participants from both populations were concerned about data confidentiality and technology accessibility. Conclusions: Participant generated design ideas included novel ideas and incorporated existing technologies. This study can inform the development of new technologies or repurposing of existing technologies to support individuals through the menopausal transition.Item Understanding older adults' medication decision making and behavior: A study on over-the-counter (OTC) anticholinergic medications(Elsevier, 2019-01) Holden, Richard J.; Srinivas, Preethi; Campbell, Noll L.; Clark, Daniel O.; Bodke, Kunal S.; Hong, Youngbok; Boustani, Malaz A.; Ferguson, Denisha; Callahan, Christopher M.; BioHealth Informatics, School of Informatics and ComputingBACKGROUND: Older adults purchase and use over-the-counter (OTC) medications with potentially significant adverse effects. Some OTC medications, such as those with anticholinergic effects, are relatively contraindicated for use by older adults due to evidence of impaired cognition and other adverse effects. OBJECTIVE: To inform the design of future OTC medication safety interventions for older adults, this study investigated consumers' decision making and behavior related to OTC medication purchasing and use, with a focus on OTC anticholinergic medications. METHODS: The study had a cross-sectional design with multiple methods. A total of 84 adults participated in qualitative research interviews (n = 24), in-store shopper observations (n = 39), and laboratory-based simulated OTC shopping tasks (n = 21). Simulated shopping participants also rank-ordered eight factors on their importance for OTC decision making. RESULTS: Findings revealed that many participants had concerns about medication adverse effects, generally, but were not aware of age-related risk associated with the use of anticholinergic medications. Analyses produced a map of the workflow of OTC-related behavior and decision making as well as related barriers such as difficulty locating medications or comparing them to an alternative. Participants reported effectiveness, adverse effects or health risks, and price as most important to their OTC medication purchase and use decisions. A persona analysis identified two types of consumers: the habit follower, who frequently purchased OTC medications and considered them safe; and the deliberator, who was more likely to weigh their options and consider alternatives to OTC medications. CONCLUSION: A conceptual model of OTC medication purchase and use is presented. Drawing on study findings and behavioral theories, the model depicts dual processes for OTC medication decision making - habit-based and deliberation-based - as well as the antecedents and consequences of decision making. This model suggests several design directions for consumer-oriented interventions to promote OTC medication safety.Item User-Centered Framework for Implementation of Technology (UFIT): Development of an Integrated Framework for Designing Clinical Decision Support Tools Packaged With Tailored Implementation Strategies(JMIR, 2024-05-21) Ray, Jessica; Benjamin Finn, Emily; Tyrrell, Hollyce; Aloe, Carlin F.; Perrin, Eliana M.; Wood, Charles T.; Miner, Dean S.; Grout, Randall; Michel, Jeremy J.; Damschroder, Laura J.; Sharifi, Mona; Pediatrics, School of MedicineBackground: Electronic health record-based clinical decision support (CDS) tools can facilitate the adoption of evidence into practice. Yet, the impact of CDS beyond single-site implementation is often limited by dissemination and implementation barriers related to site- and user-specific variation in workflows and behaviors. The translation of evidence-based CDS from initial development to implementation in heterogeneous environments requires a framework that assures careful balancing of fidelity to core functional elements with adaptations to ensure compatibility with new contexts. Objective: This study aims to develop and apply a framework to guide tailoring and implementing CDS across diverse clinical settings. Methods: In preparation for a multisite trial implementing CDS for pediatric overweight or obesity in primary care, we developed the User-Centered Framework for Implementation of Technology (UFIT), a framework that integrates principles from user-centered design (UCD), human factors/ergonomics theories, and implementation science to guide both CDS adaptation and tailoring of related implementation strategies. Our transdisciplinary study team conducted semistructured interviews with pediatric primary care clinicians and a diverse group of stakeholders from 3 health systems in the northeastern, midwestern, and southeastern United States to inform and apply the framework for our formative evaluation. Results: We conducted 41 qualitative interviews with primary care clinicians (n=21) and other stakeholders (n=20). Our workflow analysis found 3 primary ways in which clinicians interact with the electronic health record during primary care well-child visits identifying opportunities for decision support. Additionally, we identified differences in practice patterns across contexts necessitating a multiprong design approach to support a variety of workflows, user needs, preferences, and implementation strategies. Conclusions: UFIT integrates theories and guidance from UCD, human factors/ergonomics, and implementation science to promote fit with local contexts for optimal outcomes. The components of UFIT were used to guide the development of Improving Pediatric Obesity Practice Using Prompts, an integrated package comprising CDS for obesity or overweight treatment with tailored implementation strategies.Item Visualizing progress: designing a people-centered Implementation Dashboard for Plan 2020(2015-09-16) Ganci, AaronCommunicating progress to stakeholders is a critical part of any project. As Plan 2020 implementation partners start to complete work leading up to Indianapolis’ bicentennial, it is critical that they share their progress with the city. This project will undertake the planning, design, and development of an online Plan 2020 Implementation Dashboard. This dashboard will be created using a people-centered design methodology that will ensure it is useful, usable, and enjoyable for all of its various users (citizens, government employees, implementation partners, and others as needed).