[Skip to Navigation]
Sign In
Table 1.  Panel Member Names, Expertise, Affiliation, and Note Regarding Potential Conflict of Interesta
Panel Member Names, Expertise, Affiliation, and Note Regarding Potential Conflict of Interesta
Table 2.  Expert Consensus Recommendations for Medical and Mental Health Care in Assisted Living: Items Rated of High Importance (≥7.0) by at Least 75% of the 19 Panelists, by Domaina
Expert Consensus Recommendations for Medical and Mental Health Care in Assisted Living: Items Rated of High Importance (≥7.0) by at Least 75% of the 19 Panelists, by Domaina
Table 3.  Items Rated of High Importance (≥7.0) by <75% of 19 Panelists, by Domain
Items Rated of High Importance (≥7.0) by <75% of 19 Panelists, by Domain
Table 4.  Proportion of Assisted Living Communities in 7-State Study Evidencing Items Rated of High Importance by at Least 75% of Panelists, by Domaina
Proportion of Assisted Living Communities in 7-State Study Evidencing Items Rated of High Importance by at Least 75% of Panelists, by Domaina
1.
Harris-Kojetin  L, Sengupta  M, Lendon  JP, Rome  V, Valverde  R, Caffrey  C. Long-term care providers and services users in the United States, 2015-2016. National Center for Health Statistics. Vital Health Stat 3. Published February 2019. Accessed May 6, 2022. https://www.cdc.gov/nchs/data/series/sr_03/sr03_43-508.pdf
2.
Zimmerman  S, Gruber-Baldini  AL, Sloane  PD,  et al.  Assisted living and nursing homes: apples and oranges?   Gerontologist. 2003;43(Spec No 2):107-117. doi:10.1093/geront/43.suppl_2.107PubMedGoogle ScholarCrossref
3.
Hawes  C, Phillips  CD. The Changing Structure of the Nursing Home Industry and the Impact of Ownership on Quality, Cost, and Access. In: Gray  BH, ed.  Institute of Medicine. For-Profit Enterprise in Health Care. The National Academies Press; 1986.
4.
Wilson  KB.  Historical evolution of assisted living in the United States, 1979 to the present.   Gerontologist. 2007;47(Spec No 3)(suppl 1):8-22. doi:10.1093/geront/47.Supplement_1.8PubMedGoogle ScholarCrossref
5.
Beeber  AS, Zimmerman  S, Reed  D,  et al.  Licensed nurse staffing and health service availability in residential care and assisted living.   J Am Geriatr Soc. 2014;62(5):805-811. doi:10.1111/jgs.12786PubMedGoogle ScholarCrossref
6.
Smith  L, Carder  P, Bucy  T,  et al.  Connecting policy to licensed assisted living communities, introducing health services regulatory analysis.   Health Serv Res. 2021;56(3):540-549. doi:10.1111/1475-6773.13616PubMedGoogle ScholarCrossref
7.
Meiners  MR, Coffey  RM.  Hospital DRGs and the need for long-term care services: an empirical analysis.   Health Serv Res. 1985;20(3):359-384.PubMedGoogle Scholar
8.
Fashaw  SA, Thomas  KS, McCreedy  E, Mor  V.  Thirty-year trends in nursing home composition and quality since the passage of the Omnibus Reconciliation Act.   J Am Med Dir Assoc. 2020;21(2):233-239. doi:10.1016/j.jamda.2019.07.004PubMedGoogle ScholarCrossref
9.
Harris-Kojetin  L, Sengupta  M, Park-Lee  E,  et al.  Long-term care providers and services users in the United States: data from the National Study of Long-Term Care Providers, 2013-2014.   Vital Health Stat 3. 2016;(38):x-105. PubMedGoogle Scholar
10.
Zimmerman  S, Guo  W, Mao  Y, Li  Y, Temkin-Greener  H.  Health care needs in assisted living: survey data may underestimate chronic conditions.   J Am Med Dir Assoc. 2021;22(2):471-473. doi:10.1016/j.jamda.2020.11.036PubMedGoogle ScholarCrossref
11.
Hua  CL, Zhang  W, Cornell  PY, Rahman  M, Dosa  DM, Thomas  KS.  Characterizing emergency department use in assisted living.   J Am Med Dir Assoc. 2021;22(4):913-917.e2. doi:10.1016/j.jamda.2020.05.019PubMedGoogle ScholarCrossref
12.
American Health Care Association/National Center for Assisted Living. Assisted Living Facts and Figures. Accessed May 6, 2022. https://www.ahcancal.org/Assisted-Living/Facts-and-Figures/Pages/default.aspx
13.
Casteneda  R. What to know about continuing care retirement communities. U.S. News and World Reports. February 10, 2022. Accessed May 6, 2022. https://health.usnews.com/senior-care/caregiving/articles/continuing-care-retirement-communities
14.
Sloane  PD, Gruber-Baldini  AL, Zimmerman  S,  et al.  Medication undertreatment in assisted living settings.   Arch Intern Med. 2004;164(18):2031-2037. doi:10.1001/archinte.164.18.2031PubMedGoogle ScholarCrossref
15.
Zimmerman  S, Scales  K, Wiggins  B, Cohen  LW, Sloane  PD.  Addressing antipsychotic use in assisted living residents with dementia.   J Am Geriatr Soc. 2015;63(9):1970-1971. doi:10.1111/jgs.13625PubMedGoogle ScholarCrossref
16.
Dys  S, Smith  L, Tunalilar  O, Carder  P.  Revisiting the role of physicians in assisted living and residential care settings.   Gerontol Geriatr Med. 2020;6:2333721420979840. doi:10.1177/2333721420979840PubMedGoogle ScholarCrossref
17.
Schumacher  JG, Eckert  JK, Zimmerman  S, Carder  P, Wright  A.  Physician care in assisted living: a qualitative study.   J Am Med Dir Assoc. 2005;6(1):34-45. doi:10.1016/j.jamda.2004.12.005PubMedGoogle ScholarCrossref
18.
Sloane  PD, Zimmerman  S, Perez  R,  et al.  Physician perspectives on medical care delivery in assisted living.   J Am Geriatr Soc. 2011;59(12):2326-2331. doi:10.1111/j.1532-5415.2011.03714.xPubMedGoogle ScholarCrossref
19.
Kistler  CE, Sloane  PD, Platts-Mills  TF,  et al.  Challenges of antibiotic prescribing for assisted living residents: perspectives of providers, staff, residents, and family members.   J Am Geriatr Soc. 2013;61(4):565-570. doi:10.1111/jgs.12159PubMedGoogle ScholarCrossref
20.
Beeber  AS, Zimmerman  S, Madeline Mitchell  C, Reed  D.  Staffing and service availability in assisted living: the importance of nurse delegation policies.   J Am Geriatr Soc. 2018;66(11):2158-2166. doi:10.1111/jgs.15580PubMedGoogle ScholarCrossref
21.
Zimmerman  S, Sloane  PD, Reed  D.  Dementia prevalence and care in assisted living.   Health Aff (Millwood). 2014;33(4):658-666. doi:10.1377/hlthaff.2013.1255PubMedGoogle ScholarCrossref
22.
Kronhaus  A, Fuller  S, Zimmerman  S, Reed  D.  Prevalence and medication management of dementia by a medical practice providing onsite care in assisted living.   J Am Med Dir Assoc. 2016;17(7):673.e9-673.e15. doi:10.1016/j.jamda.2016.04.028PubMedGoogle ScholarCrossref
23.
Katz  PR, Kronhaus  A, Fuller  S.  The role of physicians practicing in assisted living: time for change.   J Am Med Dir Assoc. 2018;19(2):102-103. doi:10.1016/j.jamda.2017.11.012PubMedGoogle ScholarCrossref
24.
Resnick  B, Allen  J, McMahon  E; American Assisted Living Nurses Association.  The role of physicians practicing in assisted living: what changes do we really need?   J Am Med Dir Assoc. 2018;19(2):104-105. doi:10.1016/j.jamda.2017.12.001PubMedGoogle ScholarCrossref
25.
Katz  PR, Howd  S, Rust  C.  Reimagining medical care in assisted living.   J Am Med Dir Assoc. 2022;23(2):201-203. doi:10.1016/j.jamda.2021.12.012PubMedGoogle ScholarCrossref
26.
Zimmerman  S, Carder  P, Schwartz  L,  et al.  The imperative to reimagine assisted living.   J Am Med Dir Assoc. 2022;23(2):225-234. doi:10.1016/j.jamda.2021.12.004PubMedGoogle ScholarCrossref
27.
Jünger  S, Payne  SA, Brine  J, Radbruch  L, Brearley  SG.  Guidance on Conducting and REporting DElphi Studies (CREDES) in palliative care: recommendations based on a methodological systematic review.   Palliat Med. 2017;31(8):684-706. doi:10.1177/0269216317690685PubMedGoogle ScholarCrossref
28.
Sheehan  OC, Ritchie  CS, Fathi  R, Garrigues  SK, Saliba  D, Leff  B.  Development of quality indicators to address abuse and neglect in home-based primary care and palliative care.   J Am Geriatr Soc. 2016;64(12):2577-2584. doi:10.1111/jgs.14365PubMedGoogle ScholarCrossref
29.
Mays  AM, Saliba  D, Feldman  S,  et al.  Quality indicators of primary care provider engagement in nursing home care.   J Am Med Dir Assoc. 2018;19(10):824-832. doi:10.1016/j.jamda.2018.08.001PubMedGoogle ScholarCrossref
30.
Saliba  D, Solomon  D, Rubenstein  L,  et al.  Feasibility of quality indicators for the management of geriatric syndromes in nursing home residents.   J Am Med Dir Assoc. 2005;6(3)(suppl):S50-S59. doi:10.1016/j.jamda.2005.03.023PubMedGoogle ScholarCrossref
31.
McArthur  C, Hillier  L, Ioannidis  G,  et al.  Developing a fracture risk clinical assessment protocol for long-term care: a modified Delphi consensus process.   J Am Med Dir Assoc. 2021;22(8):1726-1734.e8. doi:10.1016/j.jamda.2020.08.015PubMedGoogle ScholarCrossref
32.
Struyf  T, Tournoy  J, Verbakel  JY, Van den Bruel  A.  International consensus definition of a serious infection in a geriatric patient presenting to ambulatory care.   J Am Med Dir Assoc. 2020;21(5):578-582.e1. doi:10.1016/j.jamda.2020.01.015PubMedGoogle ScholarCrossref
33.
Anrys  P, Petit  AE, Thevelin  S,  et al.  An international consensus list of potentially clinically significant drug-drug interactions in older people.   J Am Med Dir Assoc. 2021;22(10):2121-2133.e24. doi:10.1016/j.jamda.2021.03.019PubMedGoogle ScholarCrossref
34.
Pazan  F, Gercke  Y, Weiss  C, Wehling  M; FORTA Raters.  The U.S.-FORTA (Fit fOR The Aged) List: consensus validation of a clinical tool to improve drug therapy in older adults.   J Am Med Dir Assoc. 2020;21(3):439.e9-439.e13. Published online September 19, 2019. doi:10.1016/j.jamda.2019.07.023PubMedGoogle ScholarCrossref
35.
Bergman  C, Stall  NM, Haimowitz  D,  et al.  Recommendations for welcoming back nursing home visitors during the COVID-19 pandemic: results of a Delphi panel.   J Am Med Dir Assoc. 2020;21(12):1759-1766. doi:10.1016/j.jamda.2020.09.036PubMedGoogle ScholarCrossref
36.
Diamond  IR, Grant  RC, Feldman  BM,  et al.  Defining consensus: a systematic review recommends methodologic criteria for reporting of Delphi studies.   J Clin Epidemiol. 2014;67(4):401-409. doi:10.1016/j.jclinepi.2013.12.002PubMedGoogle ScholarCrossref
37.
Ogrinc  G, Davies  L, Goodman  D, Batalden  P, Davidoff  F, Stevens  D.  Standards for QUality Improvement Reporting Excellence 2.0: revised publication guidelines from a detailed consensus process.   J Surg Res. 2016;200(2):676-682. doi:10.1016/j.jss.2015.09.015PubMedGoogle ScholarCrossref
38.
De Meyer  D, Kottner  J, Beele  H,  et al.  Delphi procedure in core outcome set development: rating scale and consensus criteria determined outcome selection.   J Clin Epidemiol. 2019;111:23-31. doi:10.1016/j.jclinepi.2019.03.011PubMedGoogle ScholarCrossref
39.
Thomas  KS, Wretman  CJ, Sloane  PD,  et al.  To what extent do local nursing home prescribing patterns relate to psychotropic prescribing in assisted living?   J Am Med Dir Assoc. 2021;22(9):1813-1818.e3. doi:10.1016/j.jamda.2020.11.037PubMedGoogle ScholarCrossref
40.
Zimmerman  S, Sloane  PD, Katz  PR, Kunze  M, O’Neil  K, Resnick  B.  The need to include assisted living in responding to the COVID-19 pandemic.   J Am Med Dir Assoc. 2020;21(5):572-575. doi:10.1016/j.jamda.2020.03.024PubMedGoogle ScholarCrossref
41.
Thomas  KS, Zhang  W, Dosa  DM, Carder  P, Sloane  P, Zimmerman  S.  Estimation of excess mortality rates among US assisted living residents during the COVID-19 pandemic.   JAMA Netw Open. 2021;4(6):e2113411. doi:10.1001/jamanetworkopen.2021.13411PubMedGoogle ScholarCrossref
42.
Vipperman  A, Zimmerman  S, Sloane  PD.  COVID-19 recommendations for assisted living: implications for the future.   J Am Med Dir Assoc. 2021;22(5):933-938.e5. doi:10.1016/j.jamda.2021.02.021PubMedGoogle ScholarCrossref
43.
Unruh  MA, Qian  Y, Casalino  LP, Katz  PR, Ryskina  KL, Jung  HY.  The prevalence and characteristics of clinicians who provide care in assisted living facilities, 2014-2017.   J Gen Intern Med. 2021;36(8):2514-2516. doi:10.1007/s11606-020-06163-9PubMedGoogle ScholarCrossref
44.
Hua  CL, Cornell  PY, Zimmerman  S, Winfree  J, Thomas  KS.  Trends in serious mental illness in us assisted living compared to nursing homes and the community: 2007-2017.   Am J Geriatr Psychiatry. 2021;29(5):434-444. doi:10.1016/j.jagp.2020.09.011PubMedGoogle ScholarCrossref
45.
Feng  Z, Glinskaya  E, Chen  H,  et al.  Long-term care system for older adults in China: policy landscape, challenges, and future prospects.   Lancet. 2020;396(10259):1362-1372. doi:10.1016/S0140-6736(20)32136-XPubMedGoogle ScholarCrossref
46.
Sloane  PD, Zimmerman  S, Silbersack  J, eds. Retirement Migration from the U.S. to Latin American Colonial Cities. Springer Nature; 2020.
47.
van Ginneken  E, Kroneman  M.  Long-term care reform in the Netherlands: too large to handle?  Eurohealth. Published 2015. Accessed May 6, 2022. https://apps.who.int/iris/rest/bitstreams/1284027/retrieve
48.
Perracini  MR, Arias-Casais  N, Thiyagarajan  JA,  et al.  A Recommended package of long-term care services to promote healthy ageing based on a WHO global expert consensus study.   J Am Med Dir Assoc. 2022;23(2):297-303.e14. doi:10.1016/j.jamda.2021.12.019PubMedGoogle ScholarCrossref
49.
Akins  RB, Tolson  H, Cole  BR.  Stability of response characteristics of a Delphi panel: application of bootstrap data expansion.   BMC Med Res Methodol. 2005;5:37. doi:10.1186/1471-2288-5-37PubMedGoogle ScholarCrossref
50.
Institute of Medicine (US) Committee on Standards for Developing Trustworthy Clinical Practice Guidelines. In: Greenfield  S, Steinberg  E, eds.  Clinical Practice Guidelines We Can Trust. Graham R, Mancher M, Miller Wolman D. National Academies Press (US); 2011.
Consensus Statement
Geriatrics
September 29, 2022

Recommendations for Medical and Mental Health Care in Assisted Living Based on an Expert Delphi Consensus Panel: A Consensus Statement

Author Affiliations
  • 1Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, Chapel Hill
  • 2School of Social Work, University of North Carolina at Chapel Hill, Chapel Hill
  • 3Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill
  • 4Department of Family Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill
  • 5Wretman Research, LLC, Hillsborough
  • 6School of Medicine, University of Illinois Chicago, Chicago
  • 7Portland State University, Portland, Oregon
  • 8Brown University, Providence, Rhode Island
  • 9Allen Flores Consulting Group, Searcy, Arkansas
  • 10Silverado, Irvine, California
  • 11California Advocates for Nursing Home Reform, Berkeley
  • 12Evergreen Estates, Clarkston, Washington
  • 13Hearth & Truss, Wilsonville, Oregon
  • 14Department of Psychiatry, University of Michigan, Ann Arbor
  • 15Department of Geriatrics, College of Medicine, Florida State University, Tallahassee
  • 16Brookdale Senior Living, Brentwood, Tennessee
  • 17American Assisted Living Nurses Association, Belmar, New Jersey
  • 18Society for Post-Acute and Long-Term Care Medicine, Columbia, Maryland
  • 19Washington Health Care Association, Tumwater
  • 20Department of Psychological & Brain Sciences, University of Louisville, Louisville, Kentucky
  • 21ALG Senior, Hickory, North Carolina
  • 22Alzheimer’s Association, Chicago, Illinois
  • 23University of Maryland School of Nursing, Baltimore
  • 24Workforce & Quality Innovations, LLC, Bear Creek, North Carolina
  • 25Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada
  • 26National Consumer Voice for Quality Long-Term Care, Washington, DC
  • 27College of Nursing, The Pennsylvania State University, University Park
JAMA Netw Open. 2022;5(9):e2233872. doi:10.1001/jamanetworkopen.2022.33872
Key Points

Question  What medical and mental health care should be provided in assisted living?

Findings  This Delphi consensus statement study involved 19 experts who rated 183 items of potential importance to medical and mental health care in assisted living. Consensus identified 43 recommendations related to staff and staff training, nursing and related services, resident assessment and care planning, policies and practices, and medical and mental health clinicians and care.

Meaning  The 43 recommendations provide a pragmatic guide for practice and policy regarding medical and mental health care in assisted living.

Abstract

Importance  Assisted living (AL) is the largest provider of residential long-term care in the US, and the morbidity of AL residents has been rising. However, AL is not a health care setting, and concern has been growing about residents’ medical and mental health needs. No guidance exists to inform this care.

Objective  To identify consensus recommendations for medical and mental health care in AL and determine whether they are pragmatic.

Evidence Review  A Delphi consensus statement study was conducted in 2021; as a separate effort, the extent to which the recommendations are reflected in practice was examined in data obtained from 2016 to 2021 (prepandemic). In the separate effort, data were from a 7-state study (Arkansas, Louisiana, New Jersey, New York, Oklahoma, Pennsylvania, Texas). The 19 Delphi panelists constituted nationally recognized experts in medical, nursing, and mental health needs of and care for older adults; dementia care; and AL and long-term care management, advocacy, regulation, and education. One invitee was unavailable and nominated an alternate. The primary outcome was identification of recommended practices based on consensus ratings of importance. Panelists rated 183 items regarding importance to care quality and feasibility.

Findings  Consensus identified 43 recommendations in the areas of staff and staff training, nursing and related services, resident assessment and care planning, policies and practices, and medical and mental health clinicians and care. To determine the pragmatism of the recommendations, their prevalence was examined in the 7-state study and found that most were in practice. The items reflected the tenets of AL, the role of AL in providing dementia care, the need for pragmatism due to the diversity of AL, and workforce needs.

Conclusions and Relevance  In this consensus statement, 43 recommendations important to medical and mental health care in AL were delineated that are highly pragmatic as a guide for practice and policy.

Introduction

More than 1.6 million people in the US receive long-term care in nursing homes or assisted living (AL) communities; historically the majority resided in nursing homes, but now more than half of residential long-term care (not including postacute rehabilitation) is provided in AL.1 This shift reflects expansion responsive to consumer preference; the cost of nursing home care; restrictions on nursing home growth; the fact that older adults often require supportive but not skilled nursing care; and private-pay market incentives.2,3 AL provides room and board, at least 2 meals a day, around-the-clock supervision, and personal care; its intent is to promote person-centered (person-directed) care and quality of life through supportive and responsive services, choice, and a homelike environment.1,4 Despite common intent, there is great variability in AL: communities range in size from 4 to many hundreds of beds, offer varied services, and are state-regulated through 350 different licensure and/or policy approaches.5,6

Over time, forces have led to increasing medical condition acuity and care needs of AL residents. Hospital reimbursement based on diagnosis-related groups resulted in shorter hospital stays and more nursing home transfers, and an increasing proportion of nursing home residents requiring postacute care.7,8 In turn, residents who had been in nursing homes but whose conditions were manageable became the new face of AL. Today, 53% of AL residents are aged 85 years or older, compared with 42% in nursing homes.9 More than half need help with locomotion and have hypertension, arthritis, cognitive impairment, and depression, and one-third or more have osteoporosis, chronic obstructive pulmonary disease, diabetes, heart disease, and chronic kidney disease, and visit an emergency department each year.1,10,11 Their average length of stay is 22 months, and eventually 60% transition to a nursing home.12

As residents’ acuity has increased, there has been growing concern about their medical and mental health needs, in part because most regulations do not require nursing or medical staff; more so, fewer than 7% of the 28 900 AL communities are on the same campus as a nursing home, with presumed access to nursing home staff.1,13 Concerns are numerous, among them underprescribing or overprescribing medication, insufficient communication when problems arise, and regulations that restrict nursing services.14-20 In response, medical and mental health care in AL has been evolving; 54% of communities now have a registered nurse (RN) or licensed practical nurse (LPN) on staff, and some offer onsite medical care.21,22 Amidst this evolution, the optimal structures and processes of medical and mental health care in AL have not been determined—for example, the role of nurses and primary care practitioners, use of electronic medical records, and training for staff—and there is concern that if AL becomes medicalized, consequences may include an erosion of its intent, a call for federal oversight, increased cost, and reduced accessibility.23-26

To address this pressing issue, this study used a modified Delphi panel approach to develop consensus recommendations for the provision of medical and mental health care in AL. As a separate secondary effort to understand feasibility and pragmatism, it examined the extent to which the recommendations were reflected in actual practice.

Methods

The Delphi technique is commonly used to develop consensus on best practice guidelines, recommendations, and quality indicators, including in geriatrics and long-term care.27-35 It develops consensus through iterative rounds of inquiry that build on previous rounds, each being anonymous to avoid social pressure and conformity to a dominant view; most often ratings are provided using a 9-point scale, with a common cut point for consensus being 75% agreement.27,36 This project was conducted in compliance with the Conducting and Reporting of Delphi Studies (CREDES) standards27 and the Standards for Quality Improvement Reporting Excellence (SQUIRE) reporting guideline.37

Expert Panelists

Nineteen panelists were selected expressly to constitute a diverse group of nationally recognized experts in medical, nursing, and mental health needs of and care for older adults, dementia care, and AL and long-term care management, advocacy, regulation, and education. Half were known to the investigative team based on previous participation on advisory boards. All individuals received an email invitation; one was unavailable and nominated an alternate from her organization. Table 1 lists each panel member, their key expertise, affiliation, and a note regarding conflict of interest; panelists provided their race, sex, and age to more fully describe the participants.

Process

Panelists participated in an initial videoconference discussion during which the study was overviewed. They then completed anonymous questionnaires via Qualtrics (2 rounds) and email (1 round), after which a final videoconference meeting was convened to discuss results. All panelists provided consent, and the study was approved by the University of North Carolina at Chapel Hill institutional review board.

Round 1: Experts rated 183 items of potential importance to medical and mental health care in AL, grouped into 6 categories: (1) community demographics and administration, (2) staff and staff training, (3) nursing and related services, (4) resident assessment and care planning, (5) policies and practices, and (6) medical and mental health clinicians and care. The items were compiled from a comprehensive literature search and advisory panel for an ongoing 7-state study of medical and mental health care in AL, with additional items recommended during the initial videoconference meeting; none of the items were selected based on the extent to which they were evidenced in practice. More specifically, all items had either been included in previous AL or nursing home research as a potential covariate or outcome, and/or included in AL state regulations, and/or included in AL community guidelines, and/or considered of potential importance based on expert opinion (eTable 1 in the Supplement identifies each item accordingly). For the very reason that this study was conducted, the actual evidence base regarding important components of medical and mental health care is thin.

Panelists scored each item on 2 criteria: (1) Importance to quality of care: the extent to which the item is expected to substantially affect quality of care outcomes if implemented, considering the extent of expected need and magnitude of benefit, scored 1 to 9 (least to most important). (2) Feasibility: the extent to which the item is feasible for (can potentially be implemented in) no, some, or all AL communities, based on factors such as variable case mix, location, or other considerations, considered in the context of today’s AL environment.

Round 2: Experts rated 3 items that required rewording and provided additional information for 17 items that were potentially unclear based on ratings from round 1 (eg, having a large standard deviation or unexpected scores). They also commented on recommendations that implicated a metric or cut point, such as ratios and percentages, providing a narrative response.

Round 3: Experts rated 7 items that were further reworded.

Analysis

The mean and standard deviation of all items were derived, and items were grouped into categories recommended by CREDES of high importance (scored at least 7.0), medium importance (at least 4.0 through less than 7.0), and low importance (less than 4.0); the percentage of respondents agreeing with each categorization was derived, with consensus set at greater than or equal to 75% as is common.27,38 In addition, because numerous items that were related to a like topic were scored similarly (eg, topics to include in staff training), aggregate categories for 5 topics were created from 22 separate items for the final tables.

To examine the extent to which the recommendations were actually feasible for practice and pragmatic, in a separate subsequent effort, data from a 7-state study of 250 AL communities were used to examine the prevalence of items considered important (scored at least 7.0) and achieving consensus (scored as such by at least 75% of panelists). The communities were representative of AL communities in the states,39 but because some items were available for only a subset of communities (n = 151), the prevalence findings are more illustrative than generalizable.

Results

Among the 19 panelists, 18 (95%) were White, 8 (42%) identified as male, and the mean (SD) age was 59 (10) years. Work experience included providing clinical care to older adults and/or being an administrator of an AL community (74%), being affiliated with an AL community or other long-term care organization (69%), and being involved in AL regulation or oversight (53%).

The decision-making process is displayed in eTable 2 in the Supplement; R indicates the item was rated as important/recommended (scored at least 7.0 by at least 75% of panelists), C indicates it was rated important/worthy of consideration (scored at least 7.0 by less than 75% of panelists), L indicates it was rated of medium importance/limited utility (scored at least 4.0 through less than 7.0), and E indicates it was rated not important/excluded (scored less than 4.0).

Table 2 displays the 43 items constituting expert consensus recommendations for medical and mental health care in AL, organized based on importance and grouped into 5 categories: (1) staff and staff training, (2) nursing and related services, (3) resident assessment and care planning, (4) policies and practices, and (5) medical and mental health clinicians and care. (None of the items related to community demographics and administration met criteria for inclusion.) Five of the 43 items are aggregates and include footnotes detailing the individual items; the scores for those items are in eTable 3 in the Supplement.

The item most recommended (scored 8.89, 100% consensus) was in the domain of staff training: training on person-centered care. The highest recommendations in the other domains were provision of routine toenail care (scored 8.16, 89.5%), resident present during assessment/care planning (scored 8.32, 94.7%), has a policy/procedure regarding aggressive or other behaviors (scored 8.68, 100%), and all off-site medical or mental health visits include post-visit notes with findings (scored 8.59, 100%).

Three items related to staffing referred to an amount, but panelists did not recommend an exact amount. While noting the importance of the direct care worker-to-resident ratio (scored 8.68, 100% consensus), narrative responses indicated the ratio should be acuity-driven, related to care needs, and evidence-based as per its association with outcomes; panelists noted the need for research to determine the ratio. Similarly, the specific recommended percent of direct care workers who are not contract staff, and who are full time, could not be articulated, largely because panelists recognized the reality of staffing challenges and were loath to establish unrealistic recommendations despite the importance of a consistent workforce. Comments included “people split shifts so they can be home with their children” and “the cut point should be based on what is reasonable [as per] employment conditions.” Again, panelists noted the need for research to establish metrics based on outcomes.

Table 2 also indicates the perceived feasibility for each recommendation, with 1, 2, and 3 indicating feasible in no, some, or all AL communities. Roughly 75% of the items were rated 2.5 or higher, indicating it was considered feasible for between some and all AL communities (32 of 43 items). The lowest feasibility rating was 2.11 for have an RN available on-site, followed by provision of occupational therapy on-site, have any medical care provided on-site, and have any mental health care provided on-site.

Table 3 provides the same information for items rated of high importance but endorsed by fewer than 75% of panelists; many were endorsed by 74%, almost meeting the consensus cut point and therefore worthy of consideration. Of all items, the highest rated is training for any staff on communicating with health care providers regarding change in status (scored 7.68, 73.7% consensus, feasibility 2.74). eTables 4 and 5 in the Supplement provide information for the items considered of medium and low importance. In eTable 4 in the Supplement, the item has a medical director or equivalent scored 6.00 (medium importance) with a feasibility of 2.11; 68% of panelists agreed with that rating. Comments included potential benefits (eg, “overall medical leadership; ensure access to appropriate routine and emergency medical care; help lead infection control”) and also potential liabilities (eg, “cost would be passed onto the resident; residents should have choice to continue seeing their preferred physician; the mere presence of a medical director does not have a significant impact on quality”).

Given the recommendations in Table 2, it is helpful to understand the current availability of medical and mental health care so as to understand the extent to which they are feasible and pragmatic, and to serve as a benchmark going forward. In the separate 7-state study, data were available for 26 of the 43 items (61%) that met the thresholds of importance and consensus. Table 4 indicates that of those 26 items, 20 (77%) were evidenced in at least three-quarters of communities, including all items in the nursing and related services category; those that were least common were having a program or policy for gradual dose reduction for psychotropic medications (44%) and conducting as needed formal care/service plan meetings (11%). Of note, half of the communities reported at least biannual meetings.

Discussion

To our knowledge, this study is the first to develop consensus recommendations for medical and mental health care in AL, a long-overdue effort given that AL is the largest provider of residential long-term care in the country, resident acuity has grown, and there have been calls to bolster medical and mental health care in AL for years.1,23,24,26 Those calls preceded the COVID-19 pandemic, which was largely responsible for an excess mortality rate of 17% and highlighted the importance of attending to the needs of AL residents and pointed out gaps in care.40-42

There was notable agreement among diverse experts on 43 recommendations for medical and mental health care in AL, regarding both importance and perceived feasibility. Feasibility is consequential not only because of the variability in AL, but also because many of the tensions inherent in AL—including resident acuity, regulatory complexity, cost and financing, workforce insufficiency, and models of AL—are at times in conflict.26 Thus, recommendations must be sensitive to the reality of AL. There is evidence the expert panelists were indeed sensitive to these realities, such as reflected in their mid-range rating regarding whether to recommend a medical director, which they explained as related to competing drivers of cost, choice, and quality.

A critical examination of the 43 consensus recommendations finds that in addition to detailing items within the 5 specified domains (ie, staff and staff training, nursing and related services, resident assessment and care planning, policies and practices, medical and mental health clinicians and care), 4 critical components of AL were embraced: the tenets of AL, the role of AL providing dementia care, the need for pragmatism in light of AL diversity, and workforce needs.

Consensus Recommendations Reflect Tenets of AL

Given the intent of AL to promote person-centered care, quality of life, and aging-in-place,2,4 it is reassuring that experts agreed on the importance of staff training on person-centered care and end-of-life care and advance care planning; that care and service plan meetings be conducted as needed (not strictly on a prescribed schedule); that residents and direct care workers attend those meetings; that those meetings result in documented discussions about advance directives; and that able residents provide consent for new psychoactive medications.

Consensus Recommendations Recognize AL as a Provider of Dementia Care

AL is the largest residential provider of long-term dementia care,21 and the recommendations reflect their needs. They address staff training for dementia; conducting cognitive assessments using a formal tool and when residents display agitation; having policies to manage behaviors, including a gradual dose reduction program for psychotropic medications; and involving a responsible party during assessment/care planning and informing that person when there is a change in status, medication, need for a new psychoactive medication, or emergency department visit.

Consensus Recommendations Are Pragmatic and Respect the Diversity of AL

The pragmatic nature of the recommendations is evident in that of the 26 items for which data were available, 77% were practiced in at least three-quarters of communities, including all of the nursing and related services items. Clearly, data indicate that AL already provides some health care services, and at the same time indicate areas in which the field needs to progress. Two of the 4 items practiced by fewer than three-quarters of communities can be addressed without undue burden through operational management: staff training for dementia and mental illness, and conducting as needed formal assessments. The other 2 items implicate the need to increase the clinical workforce in AL: having an RN on site and a program or policy related to gradual dose reduction for psychotropic medications.

Consensus Recommendations Identify Workforce Needs

Recommendations related to the workforce speak to having an RN or LPN on site and providing medical and mental health care on site. Nursing presence has become common, and more than half of communities have a nurse on staff.21 Physician and advanced practitioner presence has also become more common, but across the nation fewer than 12 000 clinicians provide care in AL.43 In addition, the need for mental health care clinicians is increasing, given that 11% of AL residents have serious mental illness (a 54% growth over a decade).44 Thus, there is need for more clinicians in AL, for both direct care and staff training. Also related to workforce is the need for data regarding direct care workers, including optimal staffing ratios based on resident acuity, and how best to use part-time and contract staff.

Limitations

A key limitation of this work is that the recommendations relate to AL in the US, which differs from models in other countries; in addition, international models are themselves in flux. For example, residential long-term care in China is growing rapidly,45 whereas it is just emerging in Latin America,46 and in the Netherlands, recent reforms have challenged payment and accessibility.47 Therefore, although older adults across the globe have similar care needs,48 the recommendations do not necessarily have a parallel to models of residential care in other countries; nonetheless, a Delphi consensus panel akin to the one implemented in this study could help guide their efforts. A second limitation is that many of the recommendations require further specification, such as the content of training on person-centered care.

Conclusions

The 43 consensus recommendations demonstrate notable agreement on components of medical and mental health care that are fine-tuned to AL. Other than tackling the need for a more sufficient workforce—which is relevant for all long-term care—the recommendations are highly pragmatic to guide practice and policy. Evidence is needed to determine the extent to which the recommendations improve outcomes, and also to which the components of care are feasible in a sample larger than that reflected in this paper. Feedback regarding medical and mental health care is needed from additional stakeholders as well, especially residents and families. As a notable strength of the panel, it included 19 individuals, and stability of response has been demonstrated in panels as small as 23 members.49

The recommendations are not currently being promoted as actual guidelines because the evidence base regarding benefits and harms is not yet developed; nonetheless, it is useful to situate the recommendations in the context of the Institute of Medicine’s standards for clinical practice guidelines. In this regard, the development of the recommendations is trustworthy in relation to being transparent, managing conflict of interest, and having purposeful group composition and clear articulation. Before actual guidelines can be promoted, it will be necessary to crosswalk the recommendations with the evidence and systematic review, solicit external review, and assure updating.50

The conclusions and implications are clear: implement the recommendations for medical and mental health care in AL, and in so doing, examine issues related to adoption (eg, needed resources) and outcomes (eg, fewer hospitalizations, less depression). As noted previously, implementation may require further specificity, and evaluation should be conducted in regard to the heterogeneity of AL. The recommendations must be conveyed to policy makers, those who own and manage AL, and professional, clinician, health care, and advocacy organizations—and also to prospective and current residents and family members, helping them become more informed when choosing a community and directing their care. The impetus for change may come from any of these stakeholders, and the more parties advocating for change, the more likely it is to occur.

When promoting the 43 recommendations, ratings on the remaining items also should be shared—meaning those items considered important but not by at least 75% of respondents (Table 3) and those rated of medium and low importance (eTables 4 and 5 in the Supplement). Some of those recommendations may be more important and feasible than currently rated for a specific type of AL community, such as in an urban area where resources are plentiful; or in communities that have a particular case-mix, such as residents receiving rehabilitation. Guidance has been long-awaited regarding medical and mental health care in AL; the consensus recommendations in this paper are an initial step to fill that gap.

Back to top
Article Information

Accepted for Publication: July 16, 2022.

Published: September 29, 2022. doi:10.1001/jamanetworkopen.2022.33872

Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2022 Zimmerman S et al. JAMA Network Open.

Corresponding Author: Sheryl Zimmerman, PhD, The Cecil G. Sheps Center for Health Services Research, University of North Carolina at Chapel Hill, 725 Martin Luther King Jr Blvd, Chapel Hill, NC 27599 (sheryl_zimmerman@unc.edu).

Author Contributions: Dr Zimmerman had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Concept and design: Zimmerman, Sloane, Wretman, Hickey, Carder, Thomas, Chicotel, Holt Klinger, Kunze, Laxton, O’Neil, Resnick, Seitz.

Acquisition, analysis, or interpretation of data: Zimmerman, Wretman, Cao, Hickey, Thomas, Allen, Butrum, Giorgio, Hernandez, Kales, Katz, Laxton, McNealley, Meeks, Pace, Resnick, Schwartz, Seitz, Smetanka, Van Haitsma.

Drafting of the manuscript: Zimmerman, Wretman, Carder, Kales, O’Neil, Resnick.

Critical revision of the manuscript for important intellectual content: Zimmerman, Sloane, Wretman, Cao, Hickey, Thomas, Allen, Butrum, Chicotel, Giorgio, Hernandez, Kales, Katz, Holt Klinger, Kunze, Laxton, McNealley, Meeks, Pace, Resnick, Schwartz, Seitz, Smetanka, Van Haitsma.

Statistical analysis: Zimmerman, Wretman, Pace.

Obtained funding: Zimmerman.

Administrative, technical, or material support: Zimmerman, Cao, Hickey, Butrum, Chicotel, Giorgio, Katz, Holt Klinger, Kunze, Laxton, Meeks, O’Neil, Schwartz, Seitz, Van Haitsma.

Supervision: Zimmerman, Hickey.

Conflict of Interest Disclosures: Dr Seitz reported receiving grants from Canadian Institutes of Health Research, grants from Calgary Health Foundation, grants from University of Calgary, and grants from Alzheimer’s Association outside the submitted work. No other disclosures were reported.

Funding/Support: This research was supported by National Institute on Aging award R01AG050602 and T35-AG038047 Summer Research in Aging for Medical Students.

Role of the Funder/Sponsor: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.

References
1.
Harris-Kojetin  L, Sengupta  M, Lendon  JP, Rome  V, Valverde  R, Caffrey  C. Long-term care providers and services users in the United States, 2015-2016. National Center for Health Statistics. Vital Health Stat 3. Published February 2019. Accessed May 6, 2022. https://www.cdc.gov/nchs/data/series/sr_03/sr03_43-508.pdf
2.
Zimmerman  S, Gruber-Baldini  AL, Sloane  PD,  et al.  Assisted living and nursing homes: apples and oranges?   Gerontologist. 2003;43(Spec No 2):107-117. doi:10.1093/geront/43.suppl_2.107PubMedGoogle ScholarCrossref
3.
Hawes  C, Phillips  CD. The Changing Structure of the Nursing Home Industry and the Impact of Ownership on Quality, Cost, and Access. In: Gray  BH, ed.  Institute of Medicine. For-Profit Enterprise in Health Care. The National Academies Press; 1986.
4.
Wilson  KB.  Historical evolution of assisted living in the United States, 1979 to the present.   Gerontologist. 2007;47(Spec No 3)(suppl 1):8-22. doi:10.1093/geront/47.Supplement_1.8PubMedGoogle ScholarCrossref
5.
Beeber  AS, Zimmerman  S, Reed  D,  et al.  Licensed nurse staffing and health service availability in residential care and assisted living.   J Am Geriatr Soc. 2014;62(5):805-811. doi:10.1111/jgs.12786PubMedGoogle ScholarCrossref
6.
Smith  L, Carder  P, Bucy  T,  et al.  Connecting policy to licensed assisted living communities, introducing health services regulatory analysis.   Health Serv Res. 2021;56(3):540-549. doi:10.1111/1475-6773.13616PubMedGoogle ScholarCrossref
7.
Meiners  MR, Coffey  RM.  Hospital DRGs and the need for long-term care services: an empirical analysis.   Health Serv Res. 1985;20(3):359-384.PubMedGoogle Scholar
8.
Fashaw  SA, Thomas  KS, McCreedy  E, Mor  V.  Thirty-year trends in nursing home composition and quality since the passage of the Omnibus Reconciliation Act.   J Am Med Dir Assoc. 2020;21(2):233-239. doi:10.1016/j.jamda.2019.07.004PubMedGoogle ScholarCrossref
9.
Harris-Kojetin  L, Sengupta  M, Park-Lee  E,  et al.  Long-term care providers and services users in the United States: data from the National Study of Long-Term Care Providers, 2013-2014.   Vital Health Stat 3. 2016;(38):x-105. PubMedGoogle Scholar
10.
Zimmerman  S, Guo  W, Mao  Y, Li  Y, Temkin-Greener  H.  Health care needs in assisted living: survey data may underestimate chronic conditions.   J Am Med Dir Assoc. 2021;22(2):471-473. doi:10.1016/j.jamda.2020.11.036PubMedGoogle ScholarCrossref
11.
Hua  CL, Zhang  W, Cornell  PY, Rahman  M, Dosa  DM, Thomas  KS.  Characterizing emergency department use in assisted living.   J Am Med Dir Assoc. 2021;22(4):913-917.e2. doi:10.1016/j.jamda.2020.05.019PubMedGoogle ScholarCrossref
12.
American Health Care Association/National Center for Assisted Living. Assisted Living Facts and Figures. Accessed May 6, 2022. https://www.ahcancal.org/Assisted-Living/Facts-and-Figures/Pages/default.aspx
13.
Casteneda  R. What to know about continuing care retirement communities. U.S. News and World Reports. February 10, 2022. Accessed May 6, 2022. https://health.usnews.com/senior-care/caregiving/articles/continuing-care-retirement-communities
14.
Sloane  PD, Gruber-Baldini  AL, Zimmerman  S,  et al.  Medication undertreatment in assisted living settings.   Arch Intern Med. 2004;164(18):2031-2037. doi:10.1001/archinte.164.18.2031PubMedGoogle ScholarCrossref
15.
Zimmerman  S, Scales  K, Wiggins  B, Cohen  LW, Sloane  PD.  Addressing antipsychotic use in assisted living residents with dementia.   J Am Geriatr Soc. 2015;63(9):1970-1971. doi:10.1111/jgs.13625PubMedGoogle ScholarCrossref
16.
Dys  S, Smith  L, Tunalilar  O, Carder  P.  Revisiting the role of physicians in assisted living and residential care settings.   Gerontol Geriatr Med. 2020;6:2333721420979840. doi:10.1177/2333721420979840PubMedGoogle ScholarCrossref
17.
Schumacher  JG, Eckert  JK, Zimmerman  S, Carder  P, Wright  A.  Physician care in assisted living: a qualitative study.   J Am Med Dir Assoc. 2005;6(1):34-45. doi:10.1016/j.jamda.2004.12.005PubMedGoogle ScholarCrossref
18.
Sloane  PD, Zimmerman  S, Perez  R,  et al.  Physician perspectives on medical care delivery in assisted living.   J Am Geriatr Soc. 2011;59(12):2326-2331. doi:10.1111/j.1532-5415.2011.03714.xPubMedGoogle ScholarCrossref
19.
Kistler  CE, Sloane  PD, Platts-Mills  TF,  et al.  Challenges of antibiotic prescribing for assisted living residents: perspectives of providers, staff, residents, and family members.   J Am Geriatr Soc. 2013;61(4):565-570. doi:10.1111/jgs.12159PubMedGoogle ScholarCrossref
20.
Beeber  AS, Zimmerman  S, Madeline Mitchell  C, Reed  D.  Staffing and service availability in assisted living: the importance of nurse delegation policies.   J Am Geriatr Soc. 2018;66(11):2158-2166. doi:10.1111/jgs.15580PubMedGoogle ScholarCrossref
21.
Zimmerman  S, Sloane  PD, Reed  D.  Dementia prevalence and care in assisted living.   Health Aff (Millwood). 2014;33(4):658-666. doi:10.1377/hlthaff.2013.1255PubMedGoogle ScholarCrossref
22.
Kronhaus  A, Fuller  S, Zimmerman  S, Reed  D.  Prevalence and medication management of dementia by a medical practice providing onsite care in assisted living.   J Am Med Dir Assoc. 2016;17(7):673.e9-673.e15. doi:10.1016/j.jamda.2016.04.028PubMedGoogle ScholarCrossref
23.
Katz  PR, Kronhaus  A, Fuller  S.  The role of physicians practicing in assisted living: time for change.   J Am Med Dir Assoc. 2018;19(2):102-103. doi:10.1016/j.jamda.2017.11.012PubMedGoogle ScholarCrossref
24.
Resnick  B, Allen  J, McMahon  E; American Assisted Living Nurses Association.  The role of physicians practicing in assisted living: what changes do we really need?   J Am Med Dir Assoc. 2018;19(2):104-105. doi:10.1016/j.jamda.2017.12.001PubMedGoogle ScholarCrossref
25.
Katz  PR, Howd  S, Rust  C.  Reimagining medical care in assisted living.   J Am Med Dir Assoc. 2022;23(2):201-203. doi:10.1016/j.jamda.2021.12.012PubMedGoogle ScholarCrossref
26.
Zimmerman  S, Carder  P, Schwartz  L,  et al.  The imperative to reimagine assisted living.   J Am Med Dir Assoc. 2022;23(2):225-234. doi:10.1016/j.jamda.2021.12.004PubMedGoogle ScholarCrossref
27.
Jünger  S, Payne  SA, Brine  J, Radbruch  L, Brearley  SG.  Guidance on Conducting and REporting DElphi Studies (CREDES) in palliative care: recommendations based on a methodological systematic review.   Palliat Med. 2017;31(8):684-706. doi:10.1177/0269216317690685PubMedGoogle ScholarCrossref
28.
Sheehan  OC, Ritchie  CS, Fathi  R, Garrigues  SK, Saliba  D, Leff  B.  Development of quality indicators to address abuse and neglect in home-based primary care and palliative care.   J Am Geriatr Soc. 2016;64(12):2577-2584. doi:10.1111/jgs.14365PubMedGoogle ScholarCrossref
29.
Mays  AM, Saliba  D, Feldman  S,  et al.  Quality indicators of primary care provider engagement in nursing home care.   J Am Med Dir Assoc. 2018;19(10):824-832. doi:10.1016/j.jamda.2018.08.001PubMedGoogle ScholarCrossref
30.
Saliba  D, Solomon  D, Rubenstein  L,  et al.  Feasibility of quality indicators for the management of geriatric syndromes in nursing home residents.   J Am Med Dir Assoc. 2005;6(3)(suppl):S50-S59. doi:10.1016/j.jamda.2005.03.023PubMedGoogle ScholarCrossref
31.
McArthur  C, Hillier  L, Ioannidis  G,  et al.  Developing a fracture risk clinical assessment protocol for long-term care: a modified Delphi consensus process.   J Am Med Dir Assoc. 2021;22(8):1726-1734.e8. doi:10.1016/j.jamda.2020.08.015PubMedGoogle ScholarCrossref
32.
Struyf  T, Tournoy  J, Verbakel  JY, Van den Bruel  A.  International consensus definition of a serious infection in a geriatric patient presenting to ambulatory care.   J Am Med Dir Assoc. 2020;21(5):578-582.e1. doi:10.1016/j.jamda.2020.01.015PubMedGoogle ScholarCrossref
33.
Anrys  P, Petit  AE, Thevelin  S,  et al.  An international consensus list of potentially clinically significant drug-drug interactions in older people.   J Am Med Dir Assoc. 2021;22(10):2121-2133.e24. doi:10.1016/j.jamda.2021.03.019PubMedGoogle ScholarCrossref
34.
Pazan  F, Gercke  Y, Weiss  C, Wehling  M; FORTA Raters.  The U.S.-FORTA (Fit fOR The Aged) List: consensus validation of a clinical tool to improve drug therapy in older adults.   J Am Med Dir Assoc. 2020;21(3):439.e9-439.e13. Published online September 19, 2019. doi:10.1016/j.jamda.2019.07.023PubMedGoogle ScholarCrossref
35.
Bergman  C, Stall  NM, Haimowitz  D,  et al.  Recommendations for welcoming back nursing home visitors during the COVID-19 pandemic: results of a Delphi panel.   J Am Med Dir Assoc. 2020;21(12):1759-1766. doi:10.1016/j.jamda.2020.09.036PubMedGoogle ScholarCrossref
36.
Diamond  IR, Grant  RC, Feldman  BM,  et al.  Defining consensus: a systematic review recommends methodologic criteria for reporting of Delphi studies.   J Clin Epidemiol. 2014;67(4):401-409. doi:10.1016/j.jclinepi.2013.12.002PubMedGoogle ScholarCrossref
37.
Ogrinc  G, Davies  L, Goodman  D, Batalden  P, Davidoff  F, Stevens  D.  Standards for QUality Improvement Reporting Excellence 2.0: revised publication guidelines from a detailed consensus process.   J Surg Res. 2016;200(2):676-682. doi:10.1016/j.jss.2015.09.015PubMedGoogle ScholarCrossref
38.
De Meyer  D, Kottner  J, Beele  H,  et al.  Delphi procedure in core outcome set development: rating scale and consensus criteria determined outcome selection.   J Clin Epidemiol. 2019;111:23-31. doi:10.1016/j.jclinepi.2019.03.011PubMedGoogle ScholarCrossref
39.
Thomas  KS, Wretman  CJ, Sloane  PD,  et al.  To what extent do local nursing home prescribing patterns relate to psychotropic prescribing in assisted living?   J Am Med Dir Assoc. 2021;22(9):1813-1818.e3. doi:10.1016/j.jamda.2020.11.037PubMedGoogle ScholarCrossref
40.
Zimmerman  S, Sloane  PD, Katz  PR, Kunze  M, O’Neil  K, Resnick  B.  The need to include assisted living in responding to the COVID-19 pandemic.   J Am Med Dir Assoc. 2020;21(5):572-575. doi:10.1016/j.jamda.2020.03.024PubMedGoogle ScholarCrossref
41.
Thomas  KS, Zhang  W, Dosa  DM, Carder  P, Sloane  P, Zimmerman  S.  Estimation of excess mortality rates among US assisted living residents during the COVID-19 pandemic.   JAMA Netw Open. 2021;4(6):e2113411. doi:10.1001/jamanetworkopen.2021.13411PubMedGoogle ScholarCrossref
42.
Vipperman  A, Zimmerman  S, Sloane  PD.  COVID-19 recommendations for assisted living: implications for the future.   J Am Med Dir Assoc. 2021;22(5):933-938.e5. doi:10.1016/j.jamda.2021.02.021PubMedGoogle ScholarCrossref
43.
Unruh  MA, Qian  Y, Casalino  LP, Katz  PR, Ryskina  KL, Jung  HY.  The prevalence and characteristics of clinicians who provide care in assisted living facilities, 2014-2017.   J Gen Intern Med. 2021;36(8):2514-2516. doi:10.1007/s11606-020-06163-9PubMedGoogle ScholarCrossref
44.
Hua  CL, Cornell  PY, Zimmerman  S, Winfree  J, Thomas  KS.  Trends in serious mental illness in us assisted living compared to nursing homes and the community: 2007-2017.   Am J Geriatr Psychiatry. 2021;29(5):434-444. doi:10.1016/j.jagp.2020.09.011PubMedGoogle ScholarCrossref
45.
Feng  Z, Glinskaya  E, Chen  H,  et al.  Long-term care system for older adults in China: policy landscape, challenges, and future prospects.   Lancet. 2020;396(10259):1362-1372. doi:10.1016/S0140-6736(20)32136-XPubMedGoogle ScholarCrossref
46.
Sloane  PD, Zimmerman  S, Silbersack  J, eds. Retirement Migration from the U.S. to Latin American Colonial Cities. Springer Nature; 2020.
47.
van Ginneken  E, Kroneman  M.  Long-term care reform in the Netherlands: too large to handle?  Eurohealth. Published 2015. Accessed May 6, 2022. https://apps.who.int/iris/rest/bitstreams/1284027/retrieve
48.
Perracini  MR, Arias-Casais  N, Thiyagarajan  JA,  et al.  A Recommended package of long-term care services to promote healthy ageing based on a WHO global expert consensus study.   J Am Med Dir Assoc. 2022;23(2):297-303.e14. doi:10.1016/j.jamda.2021.12.019PubMedGoogle ScholarCrossref
49.
Akins  RB, Tolson  H, Cole  BR.  Stability of response characteristics of a Delphi panel: application of bootstrap data expansion.   BMC Med Res Methodol. 2005;5:37. doi:10.1186/1471-2288-5-37PubMedGoogle ScholarCrossref
50.
Institute of Medicine (US) Committee on Standards for Developing Trustworthy Clinical Practice Guidelines. In: Greenfield  S, Steinberg  E, eds.  Clinical Practice Guidelines We Can Trust. Graham R, Mancher M, Miller Wolman D. National Academies Press (US); 2011.
×