Skip to main content
Log in

Assessment of risk factors associated with long-term mortality in nursing homes: result from the SENIOR cohort

  • Original Article
  • Published:
Aging Clinical and Experimental Research Aims and scope Submit manuscript

Abstract

Background

Previous studies on risk factors for death in nursing homes have focused on short-term observation and limited number risk factors.

Aims

This study aims to identify factors predictive of 8-year survival in nursing homes.

Methods

The study used the baseline measurements from the SENIOR cohort collected in 2013–2014. Data included clinical assessments (i.e., body composition, nutritional status, physical performance, level of dependence and cognition, frailty phenotype) as well as demographic information, number of medications and medical history. Mortality data were collected annually for 8 years. Univariate analyses were initially performed to assess potential predictive factors, followed by a Cox regression model using stepwise selection.

Results

Of the 662 participants enrolled in the cohort, 58 (8.8%) were not further assessed due to the withdrawal of 2 nursing homes and 71 (10.7%) had no mortality data available (i.e., relocation, refusal to continue the study). Among the 533 patients included, 111 (20.8%) were still alive in 2022. Median survival time was 4 years (1.93–6.94). Multivariate regression showed that younger age (HR = 1.04 (1.03–1.06)), higher body mass index (HR = 0.96 (0.94–0.98)), higher score on the Mini-Mental State-Examination (HR = 0.97 (0.94–0.99)) and higher score on the Short Physical Performance Battery (HR = 0.93 (0.90–0.97)) were protective factors against mortality.

Conclusions

This study highlights that certain modifiable factors related to physical or mental health contribute to increased survival in nursing homes. Because of its ability to improve physical performance and partly cognitive function, promoting physical activity in nursing homes appears to be a public health priority.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Data availability

The datasets generated and analyzed during the current study are available from the corresponding author on reasonable request.

References

  1. WHO WHO Ageing and health-Key facts. https://www.who.int/news-room/fact-sheets/detail/ageing-and-health. Accessed 16 Feb 2023

  2. Clegg A, Young J, Iliffe S et al (2013) Frailty in elderly people. Lancet 381:752–762. https://doi.org/10.1016/S0140-6736(12)62167-9

    Article  PubMed  Google Scholar 

  3. Gaugler JE, Duval S, Anderson KA et al (2007) Predicting nursing home admission in the US: a meta-analysis. BMC Geriatr. https://doi.org/10.1186/1471-2318-7-13

    Article  PubMed  PubMed Central  Google Scholar 

  4. Van den Bosch K WP, Geerts J, Breda J (2011) SOINS RÉSIDENTIELS POUR LES PERSONNES ÂGÉES EN BELGIQUE: PROJECTIONS In:Santé CFdEdSd (ed). Bruxelles: Centre Fédéral d'expertise des soins de santé (KCE) 2011-2025

  5. Sund Levander M, Milberg A, Rodhe N et al (2016) Differences in predictors of 5-year survival over a 10-year period in two cohorts of elderly nursing home residents in Sweden. Scand J Caring Sci 30:714–720. https://doi.org/10.1111/scs.12284

    Article  PubMed  Google Scholar 

  6. Reilev M, Lundby C, Jensen J et al (2019) Morbidity and mortality among older people admitted to nursing home. Age Ageing 49:67–73. https://doi.org/10.1093/ageing/afz136

    Article  PubMed  Google Scholar 

  7. Shah SM, Carey IM, Harris T et al (2013) Mortality in older care home residents in England and Wales. Age Ageing 42:209–215. https://doi.org/10.1093/ageing/afs174

    Article  PubMed  Google Scholar 

  8. Ezzati M, Lopez A, Rodgers A, Murray C (2004) Comparative quantification of health risks global and regional burden of disease attributable to selected major risk factors, vol1. https://apps.who.int/iris/handle/10665/42770. Accessed 17 March 2023

  9. Perkisas S, De Cock AM, Vandewoude M et al (2019) Prevalence of sarcopenia and 9-year mortality in nursing home residents. Aging Clin Exp Res 31:951–959. https://doi.org/10.1007/s40520-018-1038-2

    Article  PubMed  Google Scholar 

  10. Yang M, Zhuo Y, Hu X et al (2018) Predictive validity of two frailty tools for mortality in Chinese nursing home residents: frailty index based on common laboratory tests (FI-Lab) versus FRAIL-NH. Aging Clin Exp Res 30:1445–1452. https://doi.org/10.1007/s40520-018-1041-7

    Article  PubMed  Google Scholar 

  11. Holanda CMA, Nobrega PVN, Maciel ACC (2022) Physical performance as a predictor of mortality in nursing home residents: a five-year survival analysis. Geriatr Nurs 47:151–158. https://doi.org/10.1016/j.gerinurse.2022.07.002

    Article  PubMed  Google Scholar 

  12. Lai CKY, Ho LYW, Chin KCW et al (2018) Survival prediction among nursing home residents: a longitudinal study. Geriatr Gerontol Int 18:428–433. https://doi.org/10.1111/ggi.13197

    Article  PubMed  Google Scholar 

  13. Buckinx F, Reginster JY, Petermans J et al (2016) Relationship between frailty, physical performance and quality of life among nursing home residents: the SENIOR cohort. Aging Clin Exp Res 28:1149–1157. https://doi.org/10.1007/s40520-016-0616-4

    Article  CAS  PubMed  Google Scholar 

  14. Fried LP, Tangen CM, Walston J et al (2001) Frailty in older adults: evidence for a phenotype. J Gerontol A Biol Sci Med Sci 56:M146–M156. https://doi.org/10.1093/gerona/56.3.m146

    Article  CAS  PubMed  Google Scholar 

  15. Buckinx F, Reginster JY, Dardenne N et al (2015) Concordance between muscle mass assessed by bioelectrical impedance analysis and by dual energy X-ray absorptiometry: a cross-sectional study. BMC Musculoskelet Disord. https://doi.org/10.1186/s12891-015-0510-9

    Article  PubMed  PubMed Central  Google Scholar 

  16. Institute NN. Nutrition Screening as easy as mna: A guide to completing the mini nutritional assessment (MNA). https://www.mna-elderly.com/sites/default/files/2021-10/mna-guide-english.pdf. Accessed 13 Mar 2023

  17. Tombaugh TN, McIntyre NJ (1992) The mini-mental state examination: a comprehensive review. J Am Geriatr Soc 40:922–935. https://doi.org/10.1111/j.1532-5415.1992.tb01992.x

    Article  CAS  PubMed  Google Scholar 

  18. Tinetti ME (1986) Performance-oriented assessment of mobility problems in elderly patients. J Am Geriatr Soc 34:119–126. https://doi.org/10.1111/j.1532-5415.1986.tb05480.x

    Article  CAS  PubMed  Google Scholar 

  19. Katz S, Ford AB, Moskowitz RW et al (1963) Studies of illness in the aged. The index of Adl: a standardized measure of biological and psychosocial function. JAMA 185:914–919. https://doi.org/10.1001/jama.1963.03060120024016

    Article  CAS  PubMed  Google Scholar 

  20. Rabin R, de Charro F (2001) EQ-5D: a measure of health status from the EuroQol Group. Ann Med 33:337–343. https://doi.org/10.3109/07853890109002087

    Article  CAS  PubMed  Google Scholar 

  21. Mesceriakova-Veliuliene O, Kalediene R, Sauliune S (2020) Changes in inequalities of mortality by education level in Lithuania between 2001 and 2014. Public Health 182:88–94. https://doi.org/10.1016/j.puhe.2020.02.010

    Article  CAS  PubMed  Google Scholar 

  22. Buckinx F, Croisier JL, Reginster JY et al (2018) Prediction of the incidence of falls and deaths among elderly nursing home residents: The SENIOR Study. J Am Med Dir Assoc 19:18–24. https://doi.org/10.1016/j.jamda.2017.06.014

    Article  PubMed  Google Scholar 

  23. Yuan Y, Liu K, Zheng M et al (2022) Analysis of changes in weight, waist circumference, or both, and all-cause mortality in Chinese adults. JAMA Netw Open 5:e222587. https://doi.org/10.1001/jamanetworkopen.2022.25876

    Article  Google Scholar 

  24. Midao L, Brochado P, Almada M et al (2021) Frailty Status and polypharmacy predict all-cause mortality in community dwelling older adults in Europe. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph18073580

    Article  PubMed  PubMed Central  Google Scholar 

  25. Buckinx F, Bruyere O, Reginster JY et al (2018) Plasma klotho and mortality risk among nursing home residents: results from the SENIOR Cohort. J Am Med Dir Assoc 19:1139–1140. https://doi.org/10.1016/j.jamda.2018.08.010

    Article  PubMed  Google Scholar 

  26. Charles A, Detilleux J, Buckinx F et al (2020) Physical performance trajectories and mortality among nursing home residents: results of the SENIOR cohort. Age Ageing 49:800–806. https://doi.org/10.1093/ageing/afaa034

    Article  PubMed  Google Scholar 

  27. Kantoch A, Grodzicki T, Wojkowska-Mach J et al (2021) Explanatory survival model for nursing home residents-a 9-year retrospective cohort study. Arch Gerontol Geriatr 97:104497. https://doi.org/10.1016/j.archger.2021.104497

    Article  PubMed  Google Scholar 

  28. Caughey GE, Ramsay EN, Vitry AI et al (2010) Comorbid chronic diseases, discordant impact on mortality in older people: a 14-year longitudinal population study. J Epidemiol Community Health 64:1036–1042. https://doi.org/10.1136/jech.2009.088260

    Article  CAS  PubMed  Google Scholar 

  29. Lemoine Maël (2020) Defining aging. Biol Philos 35(5). https://doi.org/10.1007/s10539-020-09765-z

  30. Veronese N, Cereda E, Solmi M et al (2015) Inverse relationship between body mass index and mortality in older nursing home residents: a meta-analysis of 19,538 elderly subjects. Obes Rev 16:1001–1015. https://doi.org/10.1111/obr.12309

    Article  CAS  PubMed  Google Scholar 

  31. 2000 Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World Health Organ Tech Rep Ser.894 i-xii 1-253

  32. Li Z, Gong X, Cui X et al (2023) Body mass index and death by cognitive impairment. Aging Clin Exp Res 35:689–698. https://doi.org/10.1007/s40520-023-02346-6

    Article  PubMed  Google Scholar 

  33. Pytka D, Czarkowska-Paczek B (2020) Cognitive function is a prognostic factor for mortality of nursing home residents during a 3-year observational period. Dement Geriatr Cogn Dis Extra 10:163–171. https://doi.org/10.1159/000509543

    Article  PubMed  PubMed Central  Google Scholar 

  34. Hayat SA, Luben R, Dalzell N et al (2018) Understanding the relationship between cognition and death: a within cohort examination of cognitive measures and mortality. Eur J Epidemiol 33:1049–1062. https://doi.org/10.1007/s10654-018-0439-z

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Sanchez-Sanchez JL, Rolland Y, Cesari M et al (2022) Associations between intrinsic capacity and adverse events among nursing home residents: the INCUR study. J Am Med Dir Assoc 23:872-876 e4. https://doi.org/10.1016/j.jamda.2021.08.035

    Article  PubMed  Google Scholar 

  36. Pavasini R, Guralnik J, Brown JC et al (2016) short physical performance battery and all-cause mortality: systematic review and meta-analysis. BMC Med 14:215. https://doi.org/10.1186/s12916-016-0763-7

    Article  PubMed  PubMed Central  Google Scholar 

  37. Ozturk Y, Sarikaya D, Emin Kuyumcu M et al (2022) Comparison of mini nutritional assessment-short and long form to predict all-cause mortality up to 7 years in geriatric outpatients. Nutr Clin Pract 37:1418–1428. https://doi.org/10.1002/ncp.10878

    Article  CAS  PubMed  Google Scholar 

  38. George CS, Wang CLJ (2003) Regression analysis : modeling & forecasting. Graceway Publishing Company

    Google Scholar 

  39. Verbrugghe M, Beeckman D, Van Hecke A et al (2013) Malnutrition and associated factors in nursing home residents: a cross-sectional, multi-centre study. Clin Nutr 32:438–443. https://doi.org/10.1016/j.clnu.2012.09.008

    Article  PubMed  Google Scholar 

  40. Borgstrom Bolmsjo B, Jakobsson U, Molstad S et al (2015) The nutritional situation in Swedish nursing homes-a longitudinal study. Arch Gerontol Geriatr 60:128–133. https://doi.org/10.1016/j.archger.2014.10.021

    Article  PubMed  Google Scholar 

  41. Barford A, Dorling D, Davey Smith G et al (2006) Life expectancy: women now on top everywhere. BMJ 332:808. https://doi.org/10.1136/bmj.332.7545.808

    Article  PubMed  PubMed Central  Google Scholar 

  42. Zhang X, Dou Q, Zhang W et al (2019) Frailty as a predictor of all-cause mortality among older nursing home residents: a systematic review and meta-analysis. J Am Med Dir Assoc 20:657-663.e4

    Article  CAS  PubMed  Google Scholar 

  43. Buckinx F, Reginster JY, Gillain S et al (2017) Prevalence of frailty in nursing home residents according to various diagnostic tools. J Frailty Aging 6:122–128. https://doi.org/10.14283/jfa.2017.20

    Article  CAS  PubMed  Google Scholar 

  44. Vermeiren S, Vella-Azzopardi R, Beckwee D et al (2016) Frailty and the Prediction of negative health outcomes: a meta-analysis. J Am Med Dir Assoc 17:1163 e1-1163 e17. https://doi.org/10.1016/j.jamda.2016.09.010

    Article  PubMed  Google Scholar 

  45. Menotti A, Puddu PE, Catasta G (2022) Determinants of longevity and age at death in a practically extinct cohort of middle-aged men followed-up for 61 years. Aging Clin Exp Res 34:1247–1258. https://doi.org/10.1007/s40520-021-02059-8

    Article  PubMed  Google Scholar 

  46. Maruyama T, Taguchi O, Niederman MS et al (2010) Efficacy of 23-valent pneumococcal vaccine in preventing pneumonia and improving survival in nursing home residents: double blind, randomised and placebo controlled trial. BMJ 340:1004

    Article  Google Scholar 

  47. Vetrano DL, Collamati A, Magnavita N et al (2018) Health determinants and survival in nursing home residents in Europe: results from the SHELTER study. Maturitas 107:19–25. https://doi.org/10.1016/j.maturitas.2017.09.014

    Article  PubMed  Google Scholar 

  48. Pastor-Barriuso R, Padron-Monedero A, Parra-Ramirez LM et al (2020) Social engagement within the facility increased life expectancy in nursing home residents: a follow-up study. BMC Geriatr. https://doi.org/10.1186/s12877-020-01876-2

    Article  PubMed  PubMed Central  Google Scholar 

  49. Rovner BW, German PS, Brant LJ et al (1991) Depression and mortality in nursing homes. JAMA 265:993–996. https://doi.org/10.1001/jama.265.8.993

    Article  CAS  PubMed  Google Scholar 

  50. Aalto UL, Pitkala KH, Andersen-Ranberg K et al (2022) COVID-19 pandemic and mortality in nursing homes across USA and Europe up to October 2021. Eur Geriatr Med 13:705–709. https://doi.org/10.1007/s41999-022-00637-1

    Article  PubMed  PubMed Central  Google Scholar 

  51. Laffon de Mazieres C, Morley JE, Levy C et al (2017) prevention of functional decline by reframing the role of nursing homes. J Am Med Dir Assoc 18:105–110

    Article  PubMed  Google Scholar 

  52. Buckinx F, Bruyere O, Lengele L et al (2020) The effects of GAMotion (a giant exercising board game) on physical capacity, motivation and quality of life among nursing home residents: a pilot interventional study. Exp Gerontol 138:110983. https://doi.org/10.1016/j.exger.2020.110983

    Article  PubMed  Google Scholar 

  53. Da Silva JL, Agbangla NF, Le Page C et al (2022) Effects of chronic physical exercise or multicomponent exercise programs on the mental health and cognition of older adults living in a nursing home: a systematic review of studies from the past 10 years. Front Psychol 13:888851. https://doi.org/10.3389/fpsyg.2022.888851

    Article  PubMed  PubMed Central  Google Scholar 

Download references

Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Céline Demonceau.

Ethics declarations

Conflicts of interest

All authors declare no competing interest.

Ethical approval

This study has been approved by the Ethics Committee of the Teaching Hospital of the University of Liège (reference 2013/178) with an amendment related to this study in July 2022.

Informed consent

All participants signed written informed consent in accordance with the declaration of Helsinki.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 47 KB)

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Demonceau, C., Buckinx, F., Reginster, JY. et al. Assessment of risk factors associated with long-term mortality in nursing homes: result from the SENIOR cohort. Aging Clin Exp Res 35, 2997–3005 (2023). https://doi.org/10.1007/s40520-023-02579-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40520-023-02579-5

Keywords

Navigation