Introduction: Due to the strong association between old age and the need for long-term care, the number of individuals in need for care is projected to increase noticeably. The aim of this study was to examine the determinants of institutionalization among the oldest old longitudinally. Methods: Longitudinal data (follow-up [FU] wave 7–9) were gathered from a multicenter prospective cohort study (“Study on needs, health service use, costs and health-related quality of life in a large sample of oldest old primary care patients [85+],” AgeQualiDe). At FU wave 7, in 2014, complete measures were available for 763 individuals. The average age was 88.9 (standard deviation 2.9) years (range 85–100), and 68% were female. Sociodemographic and health-related independent variables (e.g., depressive symptoms or functioning) were included in the regression model. Institutionalization (admission to assisted living home or nursing home) was used as an outcome measure. Logistic random-effects models were used. Results: Regressions revealed that among oldest old, the odds of being institutionalized were lower for men (odds ratio [OR] = 0.03; 95% confidence interval [CI] 0.00–0.16). Institutionalization was associated with an increased age (OR = 1.27; 95% CI 1.04–1.55). Additionally, widowed individuals (ref. non-widowed) had higher odds of being institutionalized (OR = 8.95; 95% CI 1.61–49.81). Institutionalization was also associated with functional decline (OR = 0.16; 95% CI 0.11–0.23), whereas it was not significantly associated with cognitive decline, depressive symptoms, and social support. Conclusion: Our findings stress the importance of gender, age, widowhood, and functional decline for institutionalization among the oldest old. Preventing or at least postponing functional decline might help to delay institutionalization as far as possible.

1.
Pötzsch
O
,
Rößger
F
.
Bevölkerung Deutschlands bis 2060. 13. koordinierte Bevölkerungsvorausberechnung
.
Wiesbaden
:
Statistisches Bundesamt
;
2015
.
2.
Hajek
A
,
Brettschneider
C
,
Ernst
A
,
Posselt
T
,
Mamone
S
,
Wiese
B
,
Einflussfaktoren auf die Pflegebedürftigkeit im Längsschnitt
.
Das Gesundheitswesen
.
2017
;
79
(
02
):
73
9
.
3.
Hajek
A
,
Lehnert
T
,
Wegener
A
,
Riedel-Heller
SG
,
König
HH
.
Factors associated with preferences for long-term care settings in old age: evidence from a population-based survey in Germany
.
BMC Health Serv Res
.
2017 Feb 21
;
17
(
1
):
156
. .
4.
Buczak-Stec
E
,
König
HH
,
Hajek
A
.
Planning to move into a nursing home in old age: does sexual orientation matter
?
Age Ageing
.
2021 May
;
50
(
3
):
974
9
.
5.
Broad
JB
,
Gott
M
,
Kim
H
,
Boyd
M
,
Chen
H
,
Connolly
MJ
.
Where do people die? An international comparison of the percentage of deaths occurring in hospital and residential aged care settings in 45 populations, using published and available statistics
.
Int J Public Health
.
2013 Apr 1
;
58
(
2
):
257
67
. .
6.
Broad
JB
,
Ashton
T
,
Gott
M
,
McLeod
H
,
Davis
PB
,
Connolly
MJ
.
Likelihood of residential aged care use in later life: a simple approach to estimation with international comparison
.
Aust N Z J Public Health
.
2015
;
39
(
4
):
374
9
. .
7.
Wiener
JM
.
Survey of long-term care awareness and planning, 2014
. 1 ed.
Ann Arbor
:
Inter-university Consortium for Political and Social Research
;
2017
.
8.
Alders
P
,
Costa-Font
J
,
de Klerk
M
,
Frank
R
.
What is the impact of policy differences on nursing home utilization? The cases of Germany and the Netherlands
.
Health Policy
.
2015 Jun
;
119
(
6
):
814
20
.
9.
Tesch-Römer
C
,
Engstler
H
.
Wohnsituation der Menschen ab 65 Jahren: mit Angehörigen, allein oder im Pflegeheim [Living situation of people aged 65 and over: with relatives, alone or in a nursing home] (DZA-Fact Sheet)
.
Berlin
:
Deutsches Zentrum für Altersfragen
;
2020
.
10.
Busse
R
,
Blümel
M
;
World Health Organization
.
Germany: health system review
;
2014
.
11.
Federal Ministry of Health
.
The long-term care insurance in Germany
. Available from: https://www.bundesgesundheitsministerium.de/english-version/topics/long-term-care/long-term-care-insurance.html.
12.
Luppa
M
,
Luck
T
,
Weyerer
S
,
König
HH
,
Brähler
E
,
Riedel-Heller
SG
.
Prediction of institutionalization in the elderly. A systematic review
.
Age Ageing
.
2010 Jan
;
39
(
1
):
31
8
. .
13.
Kauppi
M
,
Raitanen
J
,
Stenholm
S
,
Aaltonen
M
,
Enroth
L
,
Jylhä
M
.
Predictors of long-term care among nonagenarians: the Vitality 90+ Study with linked data of the care registers
.
Aging Clin Exp Res
.
2018 Aug
;
30
(
8
):
913
9
.
14.
Holdaway
M
,
Wiles
J
,
Kerse
N
,
Wu
Z
,
Moyes
S
,
Connolly
MJ
,
Predictive factors for entry to long-term residential care in octogenarian Māori and non-Māori in New Zealand, LiLACS NZ cohort
.
BMC Public Health
.
2021 Jan 6
;
21
(
1
):
34
. .
15.
Luck
T
,
Riedel‐Heller
S
,
Luppa
M
,
Wiese
B
,
Wollny
A
,
Wagner
M
,
Risk factors for incident mild cognitive impairment–results from the German Study on Ageing, Cognition and Dementia in Primary Care Patients (AgeCoDe)
.
Acta Psychiatrica Scandinavica
.
2010
;
121
(
4
):
260
72
.
16.
Hajek
A
,
Brettschneider
C
,
Lange
C
,
Posselt
T
,
Wiese
B
,
Steinmann
S
,
Longitudinal predictors of institutionalization in old age
.
PLoS One
.
2015
;
10
(
12
):
e0144203
. .
17.
Hajek
A
,
Lehnert
T
,
Wegener
A
,
Riedel-Heller
SG
,
König
HH
.
Do individuals in old age prepare for the risk of long-term care? Results of a population-based survey in Germany
.
Int J Environ Res Public Health
.
2018 Oct 8
;
15
(
10
):
2189
. .
18.
Brauns
H
,
Steinmann
S
.
Educational reform in France, West-Germany, the United Kingdom and Hungary: updating the CASMIN educational classification
.
ZUMA-Nachrichten
.
1999
;
44
(
23
):
7
44
.
19.
Lubben
J
,
Blozik
E
,
Gillmann
G
,
Iliffe
S
,
von Renteln Kruse
W
,
Beck
JC
,
Performance of an abbreviated version of the Lubben Social Network Scale among three European community-dwelling older adult populations
.
Gerontologist
.
2006
;
46
(
4
):
503
13
. .
20.
Reisberg
B
,
Ferris
SH
,
de Leon
MJ
,
Crook
T
.
The global deterioration scale for assessment of primary degenerative dementia
.
Am J Psychiatry
.
1982
;
139
:
1136
9
. .
21.
Lawton
MP
,
Brody
EM
.
Assessment of older people: self-maintaining and instrumental activities of daily living
.
Gerontologist
.
1969 Sep 21
;
9
(
3 Pt 1
):
179
86
. .
22.
Yesavage
JA
,
Sheikh
JI
.
9/Geriatric depression scale (GDS) recent evidence and development of a shorter version
.
Clinical gerontologist
.
1986
;
5
(
1–2
):
165
73
. .
23.
Mahoney
FI
,
Barthel
DW
.
Functional evaluation: the Barthel Index
.
Md State Med J
.
1965 Feb
;
14
:
61
5
.
24.
Rockwood
K
,
Song
X
,
MacKnight
C
,
Bergman
H
,
Hogan
DB
,
McDowell
I
,
A global clinical measure of fitness and frailty in elderly people
.
CMAJ
.
2005
;
173
(
5
):
489
95
. .
25.
Church
S
,
Rogers
E
,
Rockwood
K
,
Theou
O
.
A scoping review of the clinical frailty scale
.
BMC Geriatr
.
2020 Oct 7
;
20
(
1
):
393
. .
26.
Sainsbury
A
,
Seebass
G
,
Bansal
A
,
Young
JB
.
Reliability of the Barthel Index when used with older people
.
Age Ageing
.
2005
;
34
(
3
):
228
32
. .
27.
Sophia
R-H
,
Skrondal
A
.
Multilevel and longitudinal modeling using Stata
.
College Station
:
Stata Press
;
2012
.
28.
Rabe-Hesketh
S
,
Skrondal
A
.
Multilevel and longitudinal modeling using Stata, volumes I and II, third edition: multilevel and longitudinal modeling using Stata, volume II. Counts, and survival
. 3rd ed.
College Station
:
Stata Press
;
2012
.
29.
StataCorp
.
Statistical software: release 13
.
College Station
:
StataCorp LP
;
2013
.
30.
Fine
JP
,
Gray
RJ
.
A proportional hazards model for the subdistribution of a competing risk
.
J Am Stat Assoc
.
1999
;
94
(
446
):
496
509
. .
31.
Dhaussy
G
,
Dramé
M
,
Jolly
D
,
Mahmoudi
R
,
Barbe
C
,
Kanagaratnam
L
,
Is health-related quality of life an independent prognostic factor for 12-month mortality and nursing home placement among elderly patients hospitalized via the emergency department?
J Am Med Dir Assoc
.
2012 Jun
;
13
(
5
):
453
8
. .
32.
Salminen
M
,
Laine
J
,
Vahlberg
T
,
Viikari
P
,
Wuorela
M
,
Viitanen
M
,
Factors associated with institutionalization among home-dwelling patients of Urgent Geriatric Outpatient Clinic: a 3-year follow-up study
.
Eur Geriatr Med
.
2020 Jun 4
;
11
:
745
51
. .
33.
Del Duca
GF
,
Silva
SG
,
Thumé
E
,
Santos
IS
,
Hallal
PC
.
Predictive factors for institutionalization of the elderly: a case-control study
.
Rev Saude Publica
.
2012 Feb
;
46
(
1
):
147
53
. .
34.
Joling
KJ
,
Janssen
O
,
Francke
AL
,
Verheij
RA
,
Lissenberg-Witte
BI
,
Visser
PJ
,
Time from diagnosis to institutionalization and death in people with dementia
.
Alzheimers Dement
.
2020 Apr
;
16
(
4
):
662
71
. .
35.
Pimouguet
C
,
Rizzuto
D
,
Schön
P
,
Shakersain
B
,
Angleman
S
,
Lagergren
M
,
Impact of living alone on institutionalization and mortality: a population-based longitudinal study
.
Eur J Public Health
.
2016
;
26
(
1
):
182
7
. .
36.
Greiner
MA
,
Qualls
LG
,
Iwata
I
,
White
HK
,
Molony
SL
,
Sullivan
MT
,
Predicting nursing home placement among home- and community-based services program participants
.
Am J Manag Care
.
2014
;
20
(
12
):
e535
6
.
37.
Kim
JM
,
Shin
IS
,
Jeong
SJ
,
Gormley
N
,
Yoon
JS
.
Predictors of institutionalization in patients with dementia in Korea
.
Int J Geriatr Psychiatry
.
2002
;
17
(
2
):
101
6
. .
38.
Schulze
J
,
van den Bussche
H
,
Kaduszkiewicz
H
,
Koller
D
,
Hoffmann
F
.
Institutionalization in incident dementia cases in comparison to age- and sex- matched controls: a 5-year follow-up from Germany
.
Soc Psychiatry Psychiatr Epidemiol
.
2015
;
50
(
1
):
143
51
. .
39.
Kelaiditi
E
,
Andrieu
S
,
Cantet
C
,
Vellas
B
,
Cesari
M
,
Group
ID
.
Frailty index and incident mortality, hospitalization, and institutionalization in Alzheimer’s disease: data from the ICTUS study
.
J Gerontol A Biol Sci Med Sci
.
2016
;
71
(
4
):
543
8
. .
40.
Han
L
,
Gill
TM
,
Jones
BL
,
Allore
HG
.
Cognitive aging trajectories and burdens of disability, hospitalization and nursing home admission among community-living older persons
.
J Gerontol A Biol Sci Med Sci
.
2016
;
71
(
6
):
766
71
. .
41.
Luppa
M
,
Riedel-Heller
SG
,
Luck
T
,
Wiese
B
,
van den Bussche
H
,
Haller
F
,
Age-related predictors of institutionalization: results of the German study on ageing, cognition and dementia in primary care patients (AgeCoDe)
.
Soc Psychiatry Psychiatr Epidemiol
.
2012
;
47
(
2
):
263
70
. .
42.
Thygesen
E
,
Saevareid
HI
,
Lindstrom
TC
,
Nygaard
HA
,
Engedal
K
.
Predicting needs for nursing home admission: does sense of coherence delay nursing home admission in care dependent older people? A longitudinal study
.
Int J Older People Nurs
.
2009 Mar
;
4
(
1
):
12
21
. .
43.
Oh
A
,
Patel
K
,
Boscardin
WJ
,
Max
W
,
Stephens
C
,
Ritchie
CS
,
Social support and patterns of institutionalization among older adults: a longitudinal study
.
J Am Geriatr Soc
.
2019 Dec
;
67
(
12
):
2622
7
. .
44.
Hajek
A
,
Brettschneider
C
,
Lühmann
D
,
Eisele
M
,
Mamone
S
,
Wiese
B
,
Effect of visual impairment on physical and cognitive function in old age: findings of a population-based prospective cohort study in Germany
.
J Am Geriatr Soc
.
2016 Nov
;
64
(
11
):
2311
6
. .
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