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Technology, home health care, and heart failure: a qualitative analysis with multiple stakeholders

Published:03 July 2019Publication History

ABSTRACT

Home health aides (HHAs) increasingly being used by adults with heart failure for long-term assistance and post-hospitalization care. Despite being heavily involved in numerous aspects of heart failure management, most HHAs have not received heart failure training. They also struggle to get in touch with supervising nurses or other members of the care team when they have clinical questions, which may result in unnecessary visits to the emergency room. In addition, despite serving as a backbone in the health system for patients, HHAs, who are mostly women and minorities, are a marginalized and vulnerable group of frontline caregivers, enduring erratic employment, low wages, discrimination, and high levels of burnout. Although digital technologies could help to address many of the challenges HHAs face, little is known about the current impact of technology on HHAs work practices. To this end, we conducted a multi-stakeholder qualitative study with 38 participants in New York City using semi-structured interviews and focus groups. We uncover the ways in which technology is used, the complex socio-technical factors that underpin heart failure care, and stakeholder suggestions for how technology could improve HHAs work. Building on these insights, we synthesize design opportunities for researchers and designers interested in developing tools that support the delivery of home health care for patients suffering from life-threatening diseases like heart failure.

References

  1. Andrew P Ambrosy, Gregg C Fonarow, Javed Butler, Ovidiu Chioncel, Stephen J Greene, Muthiah Vaduganathan, Savina Nodari, Carolyn SP Lam, Naoki Sato, Ami N Shah, et al. 2014. The global health and economic burden of hospitalizations for heart failure: lessons learned from hospitalized heart failure registries. Journal of the American College of Cardiology 63, 12 (2014), 1123--1133.Google ScholarGoogle ScholarCross RefCross Ref
  2. Ajit Appari, M Eric Johnson, and Denise L Anthony. 2009. HIPAA compliance in home health: a neo-institutional theoretic perspective. In Proceedings of the first ACM workshop on Security and privacy in medical and home-care systems. ACM, 13--20. Google ScholarGoogle ScholarDigital LibraryDigital Library
  3. Alison Ashley, Sandra S Butler, and Nancy Fishwick. 2010. Home-care-aides voices from the field: Job experiences of personal support specialists - The Maine Home Care Worker Retention Study. Home healthcare nurse 28, 7 (2010), 399.Google ScholarGoogle Scholar
  4. Abdullah H Baqui, Shams El-Arifeen, Gary L Darmstadt, Saifuddin Ahmed, Emma K Williams, Habibur R Seraji, Ishtiaq Mannan, Syed M Rahman, Rasheduzzaman Shah, Samir K Saha, et al. 2008. Effect of community-based newborn-care intervention package implemented through two service-delivery strategies in Sylhet district, Bangladesh: a cluster-randomised controlled trial. The lancet 371, 9628 (2008), 1936--1944.Google ScholarGoogle Scholar
  5. Anita Bercovitz, Abigail J Moss, Manisha Sengupta, Eunice Y Park-Lee, Adrienne Jones, Lauren D Harris-Kojetin, and Marie R Squillace. 2008. An overview of home health aides: United States, 2007. Citeseer.Google ScholarGoogle Scholar
  6. Waylon Brunette, Mitchell Sundt, Nicola Dell, Rohit Chaudhri, Nathan Breit, and Gaetano Borriello. 2013. Open data kit 2.0: expanding and refining information services for developing regions. In Proceedings of the 14th workshop on mobile computing systems and applications. ACM, 10. Google ScholarGoogle ScholarDigital LibraryDigital Library
  7. Bureau of Labor Statistics USDoL. 2016. Home Health Aides and Personal Care Aides. (2016). Retrieved Dec 24, 2018 from https://www.bls.gov/ooh/healthcare/home-health-aides-and-personal-care-aides.htm.Google ScholarGoogle Scholar
  8. Apala Lahiri Chavan. 2005. Another culture, another method. In Proceedings of the 11th International Conference on Human-Computer Interaction, Vol. 21. Citeseer.Google ScholarGoogle Scholar
  9. Richard K Cheng, Margueritte Cox, Megan L Neely, Paul A Heidenreich, Deepak L Bhatt, Zubin J Eapen, Adrian F Hernandez, Javed Butler, Clyde W Yancy, and Gregg C Fonarow. 2014. Outcomes in patients with heart failure with preserved, borderline, and reduced ejection fraction in the Medicare population. American heart journal 168, 5 (2014), 721--730.Google ScholarGoogle Scholar
  10. Pamela F Cipriano, Kathryn Bowles, Maureen Dailey, Patricia Dykes, Gerri Lamb, and Mary Naylor. 2013. The importance of health information technology in care coordination and transitional care. Nursing outlook 61, 6 (2013), 475--489.Google ScholarGoogle Scholar
  11. Steven L Dawson and Rick Surpin. 2000. The home health aide: scarce resource in a competitive marketplace. Care Management Journals 2, 4 (2000), 226--231.Google ScholarGoogle ScholarCross RefCross Ref
  12. Brian DeRenzi, Nicola Dell, Jeremy Wacksman, Scott Lee, and Neal Lesh. 2017. Supporting community health workers in India through voice-and web-based feedback. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. ACM, 2770--2781. Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Brian DeRenzi, Leah Findlater, Jonathan Payne, Benjamin Birnbaum, Joachim Mangilima, Tapan Parikh, Gaetano Borriello, and Neal Lesh. 2012. Improving community health worker performance through automated SMS. In Proceedings of the Fifth International Conference on Information and Communication Technologies and Development. ACM, 25--34. Google ScholarGoogle ScholarDigital LibraryDigital Library
  14. Pooja M. Desai, Matthew E. Levine, David J. Albers, and Lena Mamykina. 2018. Pictures Worth a Thousand Words: Reflections on Visualizing Personal Blood Glucose Forecasts for Individuals with Type 2 Diabetes. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18). ACM, New York, NY, USA, Article 538, 13 pages. Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Dimagi. 2019. CommCare by Dimagi. (2019). Retrieved March 11, 2019 from https://www.dimagi.com/commcare/.Google ScholarGoogle Scholar
  16. Jordan Eschler, Logan Kendall, Kathleen O'Leary, Lisa M. Vizer, Paula Lozano, Jennifer B. McClure, Wanda Pratt, and James D. Ralston. 2015. Shared Calendars for Home Health Management. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '15). ACM, New York, NY, USA, 1277--1288. Google ScholarGoogle ScholarDigital LibraryDigital Library
  17. Jordan Eschler and Wanda Pratt. 2017. "I'm So Glad I Met You": Designing Dynamic Collaborative Support for Young Adult Cancer Survivors. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW '17). ACM, New York, NY, USA, 1763--1774. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Emily Franzosa, Emma K Tsui, and Sherry Baron. 2018. Home Health Aides' Perceptions of Quality Care: Goals, Challenges, and Implications for a Rapidly Changing Industry. NEW SOLUTIONS: A Journal of Environmental and Occupational Health Policy 27, 4 (2018), 629--647.Google ScholarGoogle ScholarCross RefCross Ref
  19. Matlin Gilman, Jason M Hockenberry, E Kathleen Adams, Arnold S Milstein, Ira B Wilson, and Edmund R Becker. 2015. The Financial Effect of Value-Based Purchasing and the Hospital Readmissions Reduction Program on Safety-Net Hospitals in 2014. Annals of Internal Medicine 163, 6 (2015), 427--436.Google ScholarGoogle ScholarCross RefCross Ref
  20. Steve Haroz, Robert Kosara, and Steven L Franconeri. 2015. Isotype visualization: Working memory, performance, and engagement with pictographs. In Proceedings of the 33rd annual ACM conference on human factors in computing systems. ACM, 1191--1200. Google ScholarGoogle ScholarDigital LibraryDigital Library
  21. Lane Harrison, Katharina Reinecke, and Remco Chang. 2015. Infographic aesthetics: Designing for the first impression. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems. ACM, 1187--1190. Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. Sarah J Hewko, Sarah L Cooper, Hanhmi Huynh, Trish L Spiwek, Heather L Carleton, Shawna Reid, and Greta G Cummings. 2015. Invisible no more: a scoping review of the health care aide workforce literature. BMC nursing 14, 1 (2015), 38.Google ScholarGoogle Scholar
  23. Institute PHC. 2013. America's Direct Care Workforce. (2013). Retrieved Dec 24, 2018 from https://phinational.org/wp-content/uploads/legacy/phi-facts-3.pdf.Google ScholarGoogle Scholar
  24. Helen E Jack, Sophia D Arabadjis, Lucy Sun, Erin E Sullivan, and Russell S Phillips. 2017. Impact of community health workers on use of healthcare services in the United States: a systematic review. Journal of general internal medicine 32, 3 (2017), 325--344.Google ScholarGoogle ScholarCross RefCross Ref
  25. Maia Jacobs, James Clawson, and Elizabeth D. Mynatt. 2014. Cancer Navigation: Opportunities and Challenges for Facilitating the Breast Cancer Journey. In Proceedings of the 17th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '14). ACM, New York, NY, USA, 1467--1478. Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Stephen F Jencks, Mark V Williams, and Eric A Coleman. 2009. Rehospitalizations among patients in the Medicare fee-for-service program. New England Journal of Medicine 360, 14 (2009), 1418--1428.Google ScholarGoogle ScholarCross RefCross Ref
  27. Christine D Jones, Adit A Ginde, Robert E Burke, Heidi L Wald, Frederick A Masoudi, and Rebecca S Boxer. 2015. Increasing home healthcare referrals upon discharge from US hospitals: 2001--2012. Journal of the American Geriatrics Society 63, 6 (2015), 1265--1266.Google ScholarGoogle ScholarCross RefCross Ref
  28. Christine D Jones, Heidi L Wald, Rebecca S Boxer, Frederick A Masoudi, Robert E Burke, Roberta Capp, Eric A Coleman, and Adit A Ginde. 2017. Characteristics associated with home health care referrals at hospital discharge: results from the 2012 national inpatient sample. Health services research 52, 2 (2017), 879--894.Google ScholarGoogle Scholar
  29. HIPAA Journal. 2018. HIPAA Compliant Checklist. (2018). Retrieved Nov 16, 2018 from https://www.hipaajournal.com/hipaa-compliance-checklist/.Google ScholarGoogle Scholar
  30. Shreya Kangovi, Nandita Mitra, Lindsey Norton, Rory Harte, Xinyi Zhao, Tamala Carter, David Grande, and Judith A Long. 2018. Effect of community health worker support on clinical outcomes of low-income patients across primary care facilities: a randomized clinical trial. JAMA Internal Medicine (2018).Google ScholarGoogle Scholar
  31. Elizabeth Kaziunas, Ayse G. Buyuktur, Jasmine Jones, Sung W. Choi, David A. Hanauer, and Mark S. Ackerman. 2015. Transition and Reflection in the Use of Health Information: The Case of Pediatric Bone Marrow Transplant Caregivers. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW '15). ACM, New York, NY, USA, 1763--1774. Google ScholarGoogle ScholarDigital LibraryDigital Library
  32. David Kotz, Sasikanth Avancha, and Amit Baxi. 2009. A privacy framework for mobile health and home-care systems. In Proceedings of the first ACM workshop on Security and privacy in medical and home-care systems. ACM, 1--12. Google ScholarGoogle ScholarDigital LibraryDigital Library
  33. Harlan M Krumholz, Angela R Merrill, Eric M Schone, Geoffrey C Schreiner, Jersey Chen, Elizabeth H Bradley, Yun Wang, Yongfei Wang, Zhenqiu Lin, Barry M Straube, et al. 2009. Patterns of hospital performance in acute myocardial infarction and heart failure 30-day mortality and readmission. Circulation: Cardiovascular Quality and Outcomes 2, 5 (2009), 407--413.Google ScholarGoogle ScholarCross RefCross Ref
  34. Vishwajeet Kumar, Saroj Mohanty, Aarti Kumar, Rajendra P Misra, Mathuram Santosham, Shally Awasthi, Abdullah H Baqui, Pramod Singh, Vivek Singh, Ramesh C Ahuja, et al. 2008. Effect of community-based behaviour change management on neonatal mortality in Shivgarh, Uttar Pradesh, India: a cluster-randomised controlled trial. The Lancet 372, 9644 (2008), 1151--1162.Google ScholarGoogle Scholar
  35. Mars Lan, Lauren Samy, Nabil Alshurafa, Myung-Kyung Suh, Hassan Ghasemzadeh, Aurelia Macabasco-O'Connell, and Majid Sarrafzadeh. 2012. WANDA: An End-to-end Remote Health Monitoring and Analytics System for Heart Failure Patients. In Proceedings of the Conference on Wireless Health (WH '12). ACM, New York, NY, USA, Article 9, 8 pages. Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Marc Langheinrich. 2001. Privacy by design - principles of privacy-aware ubiquitous systems. In International conference on Ubiquitous Computing. Springer, 273--291. Google ScholarGoogle ScholarDigital LibraryDigital Library
  37. Hung-Chi Lee, Ya Fang Cheng, Szu Yang Cho, Hsien-Hui Tang, Jane Hsu, and Chien-Hsiung Chen. 2014. Picgo: Designing Reminiscence and Storytelling for the Elderly with Photo Annotation. In Proceedings of the 2014 Companion Publication on Designing Interactive Systems (DIS Companion '14). ACM, New York, NY, USA, 9--12. Google ScholarGoogle ScholarDigital LibraryDigital Library
  38. Catherine Lim, Andrew B.L. Berry, Tad Hirsch, Andrea L. Hartzler, Edward H. Wagner, Evette Ludman, and James D. Ralston. 2016. "It Just Seems Outside My Health": How Patients with Chronic Conditions Perceive Communication Boundaries with Providers. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems (DIS '16). ACM, New York, NY, USA, 1172--1184. Google ScholarGoogle ScholarDigital LibraryDigital Library
  39. Abby M Lohr, Maia Ingram, Annabelle V Nuñez, Kerstin M Reinschmidt, and Scott C Carvajal. 2018. Community-Clinical Linkages With Community Health Workers in the United States: A Scoping Review. Health promotion practice 19, 3 (2018), 349--360.Google ScholarGoogle Scholar
  40. Elizabeth Madigan. 2008. People with heart failure and home health care resource use and outcomes. Journal of clinical nursing 17, 7b (2008), 253--259.Google ScholarGoogle ScholarCross RefCross Ref
  41. Ahmad S. Manshad, Muhanad S. Manshad, and Sara S. Manshad. 2017. Real-time Activity-sensitive Wearable Ankle Edema Monitoring System For Elderly and Visually Impaired Heart Failure Patients. In Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS '17). ACM, New York, NY, USA, 391--392. Google ScholarGoogle ScholarDigital LibraryDigital Library
  42. Nancy Matthew-Maich, Lauren Harris, Jenny Ploeg, Maureen Markle-Reid, Ruta Valaitis, Sarah Ibrahim, Amiram Gafni, and Sandra Isaacs. 2016. Designing, implementing, and evaluating mobile health technologies for managing chronic conditions in older adults: a scoping review. JMIR mHealth and uHealth 4, 2 (2016).Google ScholarGoogle Scholar
  43. Medic Mobile. 2019. Medic Mobile. (2019). Retrieved March 11, 2019 from https://medicmobile.org/.Google ScholarGoogle Scholar
  44. Maletsabisa Molapo, Melissa Densmore, and Limpho Morie. 2016. Apps and Skits: Enabling New Forms of Village-To-Clinic Feedback for Rural Health Education. InProceedings of the 7th Annual Symposium on Computing for Development (ACM DEV '16). ACM, New York, NY, USA, Article 10, 10 pages. Google ScholarGoogle ScholarDigital LibraryDigital Library
  45. Stephanie A Morey, Laura H Barg-Walkow, and Wendy A Rogers. 2017. Managing Heart Failure On the Go: Usability Issues with mHealth Apps for Older Adults. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Vol. 61. SAGE Publications Sage CA: Los Angeles, CA, 1--5.Google ScholarGoogle ScholarCross RefCross Ref
  46. Francisco Nunes, Nervo Verdezoto, Geraldine Fitzpatrick, Morten Kyng, Erik Grönvall, and Cristiano Storni. 2015. Self-Care Technologies in HCI: Trends, Tensions, and Opportunities. ACM Trans. Comput.-Hum. Interact. 22, 6, Article 33 (Dec. 2015), 45 pages. Google ScholarGoogle ScholarDigital LibraryDigital Library
  47. Aisling Ann O'Kane, Yvonne Rogers, and Ann E. Blandford. 2015. Concealing or Revealing Mobile Medical Devices?: Designing for Onstage and Offstage Presentation. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI '15). ACM, New York, NY, USA, 1689--1698. Google ScholarGoogle ScholarDigital LibraryDigital Library
  48. Trevor Perrier, Nicola Dell, Brian DeRenzi, Richard Anderson, John Kinuthia, Jennifer Unger, and Grace John-Stewart. 2015. Engaging Pregnant Women in Kenya with a Hybrid Computer-Human SMS Communication System. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI'15). ACM, New York, NY, USA, 1429--1438. Google ScholarGoogle ScholarDigital LibraryDigital Library
  49. PHI. 2018. U.S. Home Care Workers: Key Facts. (2018). Retrieved Dec 24, 2018 from https://phinational.org/wp-content/uploads/legacy/phi-home-care-workers-key-facts.pdf.Google ScholarGoogle Scholar
  50. David Russell, Ana Mola, Nicole Onorato, Sheniqua Johnson, Jessica Williams, Mark Andaya, and Marki Flannery. 2017. Preparing Home Health Aides to Serve as Health Coaches for Home Care Patients With Chronic Illness: Findings and Lessons Learned From a Mixed-Method Evaluation of Two Pilot Programs. Home Health Care Management & Practice 29, 3 (2017), 191--198.Google ScholarGoogle ScholarCross RefCross Ref
  51. Mark Di Sano, Andres Perez, Miguel A. Labrador, Ponrathi Athilingam, and Federico Giovannetti. 2015. HeartMapp: A Mobile Application to Improve CHF Outcomes and Reduce Hospital Readmissions. In Proceedings of the Conference on Wireless Health (WH '15). ACM, New York, NY, USA, Article 20, 7 pages. Google ScholarGoogle ScholarDigital LibraryDigital Library
  52. Marén Schorch, Lin Wan, David William Randall, and Volker Wulf. 2016. Designing for Those Who Are Overlooked: Insider Perspectives on Care Practices and Cooperative Work of Elderly Informal Caregivers. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW '16). ACM, New York, NY, USA, 787--799. Google ScholarGoogle ScholarDigital LibraryDigital Library
  53. Madeline R Sterling, Amy L Shaw, Peggy BK Leung, Monika M Safford, Christine D Jones, Emma K Tsui, and Diana Delgado. 2018. Home care workers in heart failure: a systematic review. Journal of multidisciplinary healthcare 11 (2018), 481.Google ScholarGoogle ScholarCross RefCross Ref
  54. Madeline R Sterling, Ariel F Silva, Peggy BK Leung, Amy L Shaw, Emma K Tsui, Christine D Jones, Laura Robbins, Yanira Escamilla, Ann Lee, Faith Wiggins, Frances Sadler, Martin F Shapiro, Mary E Charlson, Lisa M Kern, and Monika M Safford. 2018. "It's Like They Forget That the Word 'Health' Is in 'Home Health Aide"': Understanding the Perspectives of Home Care Workers Who Care for Adults With Heart Failure. Journal of the American Heart Association 7, 23 (2018), e010134.Google ScholarGoogle ScholarCross RefCross Ref
  55. Madeline R Sterling, Ariel F Silva, Amy L Shaw, Peggy B Leung, Emma K Tsui, Christine D Jones, Laura Robbins, Ann Lee, Yanira Escamilla, Frances Sadler, et al. 2018. Home Care Workers Who Care for Adults With Heart Failure. Circulation: Cardiovascular Quality and Outcomes 11, Suppl_1 (2018), A16.Google ScholarGoogle Scholar
  56. Robyn Stone, Janet P Sutton, Natasha Bryant, Annelise Adams, and Marie Squillace. 2013. The home health workforce: A distinction between worker categories. Home health care services quarterly 32, 4 (2013), 218--233.Google ScholarGoogle Scholar
  57. Robyn I Stone. 2004. The direct care worker: The third rail of home care policy. Annu. Rev. Public Health 25 (2004), 521--537.Google ScholarGoogle ScholarCross RefCross Ref
  58. Anselm Strauss and Juliet M Corbin. 1990. Basics of qualitative research: Grounded theory procedures and techniques. Sage Publications, Inc.Google ScholarGoogle Scholar
  59. Aditya Vashistha, Fabian Okeke, Richard Anderson, and Nicola Dell. 2018. "You Can Always Do Better!" The Impact of Social Proof on Participant Response Bias. (2018).Google ScholarGoogle Scholar
  60. Meera Viswanathan, Jennifer L Kraschnewski, Brett Nishikawa, Laura C Morgan, Amanda A Honeycutt, Patricia Thieda, Kathleen N Lohr, and Daniel E Jonas. 2010. Outcomes and costs of community health worker interventions: a systematic review. Medical care (2010), 792--808.Google ScholarGoogle Scholar
  61. Kevin Winoto, Piao Chen, Yongfu Wang, and Pinata Winoto. 2018. MeTAP: A Personalized Spatial Memory Training for Improving Functional Autonomy of Adults with Mild Cognitive Impairments in China. In Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems (DIS '18 Companion). ACM, New York, NY, USA, 249--252. Google ScholarGoogle ScholarDigital LibraryDigital Library
  62. Naomi Yamashita, Hideaki Kuzuoka, Keiji Hirata, Takashi Kudo, Eiji Aramaki, and Kazuki Hattori. 2017. Changing Moods: How Manual Tracking by Family Caregivers Improves Caring and Family Communication. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 158--169. Google ScholarGoogle ScholarDigital LibraryDigital Library
  63. Naomi Yamashita, Hideaki Kuzuoka, Takashi Kudo, Keiji Hirata, Eiji Aramaki, and Kazuki Hattori. 2018. How Information Sharing About Care Recipients by Family Caregivers Impacts Family Communication. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18). ACM, New York, NY, USA, Article 222, 13 pages. Google ScholarGoogle ScholarDigital LibraryDigital Library

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    cover image ACM Conferences
    COMPASS '19: Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies
    July 2019
    290 pages
    ISBN:9781450367141
    DOI:10.1145/3314344

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    • Published: 3 July 2019

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