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Table 1 Salient features of all studies included in the systematic review

From: A systematic review on the efficacy of artificial intelligence in geriatric healthcare: a critical analysis of current literature

Authors, year, country

N

Intervention type

Setting

Trial design

Age; sex (%)

Intervention applied and control used

Outcomes

Length of exposure

Timepoints measured

Banks et al (2008) [13],

USA

38

Robot

Three LTC facilities

RCT

Age: not reported; sex % not reported

Intervention applied: social robot; control used: no social robot or living dog

Loneliness ; attachment

Exposure of 30 min, once a week for 8 weeks

T1: Evaluation at baseline; T2: Evaluation at week 7

Broadbent et al (2016) [14] , New Zealand

53 residents 53 staff

Robot

Rest and nursing homes

Non-randomised controlled trial

Mean age: 85·5 years; female: 77%

Intervention applied: social robots; control used: standard care

Acceptability; quality of life; dependency

Robots left on 24/7 for 12 weeks in total

T1: Evaluation at baseline; T2: Evaluation at week 12

Cohen et al (2016) [15], Switzerland

34

Wearable

Home care

Pilot RCT

Mean age: 83·2 years; female: 67%

Intervention applied: intelligent wireless sensor system; control used: standard care

Acceptability

Exposure of 13 weeks

T1: Evaluation at 2 weeks before baseline; T2: Evaluation at week 12

Jøranson et al (2015, 2016) [16, 17], Norway

53

Robot

Nursing homes, participants with dementia

Cluster RCT

Mean age: 84 years; female 67%

Intervention applied: social robot; control used: standard care

Agitation; depression ; quality of life

Exposure of 30 min, twice a week for 12 weeks

T1: Evaluation at baseline; T2: Evaluation at week 12; T3: Evaluation at week 25

Liang et al (2017) [18], New Zealand

30 dyads (LTC consumers and caregivers)

Robot

Dementia

day care centre and homes, participants with dementia

Pilot RCT

Age range: 67–98 years; female: 64%

Intervention applied: social robot; control used: standard care

Agitation; facial expressions; social interactions; cognition; neuropsychiatric symptomatology; depression; medication usage; blood pressure; heart rate; hair cortisol

Exposure of 1 hour, two to three times a week for 12 weeks

T1: Evaluation at baseline; T2: Evaluation at week 6; T3: Evaluation at week 12

Libin et al (2004) [19], USA

9

Robot

Nursing home

Pilot trial

Mean age: 90 years; female: 100%

Intervention applied: social robot; comparator used: plush toy cat

Agitation ; affect; cognition

Exposure of 10 min, two sessions—one with robot, one with toy

T1: Evaluation at baseline; T2: Evaluation after session

Moyle et al (2013) [20], Australia

18

Robot

LTC facility

Pilot crossover RCT

Mean age: 85·3 years; female: year not reported

Intervention applied: social robot; control used: reading control group

Wandering ; quality of life; apathy ; depression ; anxiety; emotions

Exposure of 45 min, three times a week for 5 weeks

T1: Evaluation at baseline; T2: Evaluation at week 5

Moyle et al (2017, 2018) [21, 22]

415

Robot Australia,

28 LTC facilities

Cluster RCT (three arms)

Mean age: 84·1 years; female: 7·4%

Intervention applied: social robot; control used: standard care and plush toy

Engagement; mood; agitation; motor activity; sleep activity;

Exposure of 15 min, three times a week for 10 weeks

T1: Evaluation at baseline; T2: Evaluation at week 5; T3: Evaluation at week 10

Pu et al (2020) [23], Australia

43

Robot

Three LTC facilities, participants with dementia

Pilot RCT

Mean age: 86·0 years; female: 70·7%

Intervention applied: social robot; control used: standard care

Motor activity assessment; sleep assessment; depression assessment ; anxiety; agitation; pain; qualitative

Exposure of 30 min daily for 6 weeks

T1: Evaluation at baseline; T2: Evaluation at week 6

Rantz et al (2017) [24], USA

171

Environmental Sensors

13 assisted living communities

Controlled trial

Mean age: 84·8 years; female: 73·6%

Intervention applied: environmentally embedded sensors; control used: standard care

Gait; short physical performance battery assessment; hospitalisation assessment; activities of daily living; depression ; cognition

Exposure of 24/7 for 1 year

T1: Evaluation at baseline; T2: Evaluation at month 4; T3: Evaluation at month 8; T4: Evaluation at month 12

Rantz et al (2012) [25], USA

41

Environmental sensors

LTC facility

Nonrandomised controlled trial

Mean age: 84·5 years; female: 66%

Intervention applied: environmental sensors; control used: no sensor

Cognition ; depression ; gait; balance assessment; qualitative

Exposure of 1 year

T1: Evaluation at baseline; T2: Evaluation at month 4; T3: Evaluation at month 8; T4: Evaluation at month 12

Robinson et al (2013) [26], New Zealand

34

Robot

Hospital and rest home care facility

RCT

Age range: 55–100 years; sex % not reported

Intervention applied: social robot; control used: standard care

Loneliness ; depression ; quality of life

Exposure of 1 hour, twice a week for 12 weeks total

T1: Evaluation at baseline; T2: Evaluation at week 12

Thodberg et al (2016) [27], Denmark

100

Robot

Four nursing homes

RCT (three arms)

Median age: 85·5 years; female: 69%

Intervention applied: social robot; control used: normal activities or toy cat

Physical contact evaluation; eye contact evaluation; verbal communication evaluation

Exposure of 10 min, twice a week for 6 weeks total

T1: Evaluation at baseline; T2: Evaluation at week 2; T3: Evaluation at week 4; T4: Evaluation at week 6

ValentiSoler et al (2015) [28],Spain

121

Robot, 2012–

Nursing homes and day care, participants with dementia

RCT (three arms)

Mean age: 83·5 years; female: 81·5%

Intervention applied: social robot; control used: normal activities

Cognition ; ; neuropsychiatric symptomatology; apathy; quality of life

Exposure of 30 min, twice a week for 3 months

T1: Evaluation at baseline; T2: Evaluation at 3 months

Wilmink et al (2020) [29],USA

490

Wearable sensors

Six assisted living communities

Restrospective study

Mean age: 88·1 years; female: 69·2%

Intervention applied: wearable sensors; comparator used: no sensor

Hospitalisation evaluation; falls evaluation

Exposure of 1 year

T1: Evaluation at baseline; T2: Evaluation at year 1; T3: Evaluation at year 2

Barrett et al (2019) [30], Ireland

10

Robot

Nursing homes, participants with dementia

Pre-post

Mean age: 83 years; female: 70%

Intervention applied: social robot

Acceptability evaluation; accessibility evaluation; depression ; quality of life

Exposure of 60 min, three times a week for 4 weeks

T1: Evaluation at baseline; T2: Evaluation at week 4

Bemelmans et al (2015) [31], Netherlands

91

Robot

Six LTC facilities, participants with dementia

Quasi experimental time series ABAB

Age: ≥65 years; female: 80%

A: standard care used; B: social robot

Individually Prioritized Problems Assessment; mood assessment; GIP-28

Exposure of 15 min, 1 month for each phase

T1: Evaluation at baseline; T2: Evaluation at week 4

Chen et al (2020) [32], Taiwan

20

Robot

Four LTC facilities

Pre-post

Mean age: 81·1 years; female: 65%

Intervention applied: social robot (PARO)

Depression ; loneliness ; quality of life; cognition; qualitative

Exposure of 24/7 for 8 weeks

T1: Evaluation at baseline; T2: Evaluation at 24 hours; T3: Evaluation at week 4; T4: Evaluation at week 8

D’Onofrio et al (2019) [33], UK, Italy, Ireland

38

Robot

Residential care, hospital and community, participants with dementia

Pre-post

Mean age: 77·1 years; female: 63·2%

Intervention applied: social robot (MARIO)

Depression ; quality of life; social support

Exposure of 45 min, five times

T1: Evaluation at baseline; T2: Evaluation at not reported

Fields et al (2021) [34], USA

15

Robot

Two LTC facilities

Pilot study

Mean age: 85·8 years; female: 73·3%

Intervention applied: social robot (NAO)

Loneliness ; depression ; mood

Exposure of 10 min, three times

T1: Evaluation at baseline; T2: Evaluation at after 3 sessions

Koh et al (2018) [35], South Korea

33

Robot

LTC facility

Non-equivalent control pre-post

Mean age: 86·5 years; female: 97%

Intervention applied: social robot (PARO)

Cognitive function; emotion; problem behaviours ; social interactions

Exposure of 30 min, twice a week for 6 weeks

T1: Evaluation at baseline; T2: Evaluation at week 6

Lane et al (2016) [36], USA

23

Robot

LTC facility, participants with dementia

Pre-post

Mean age: 80 years; female: 0%

Intervention applied: social robot (PARO)

Negative behavioural states evaluation; positive behavioural states evaluation

No set time (on average, participants made 4·3 interactions apiece of minimum 5 min each)

T1: Evaluation at 1 hour before intervention; T2: Evaluation during intervention; T3: Evaluation at 1–2 hours postintervention

Lazarou et al (2016) [37], Greece

4

Environmental and wearable sensors

LTC facility, participants with dementia

Pre-post

Age: ≥65 years; female: 75%

Intervention applied: smart home environment

Cognition ; depression ; sleep assessment; qualitative

Exposure of 3–4 month period

T1: Evaluation at baseline; T2: Evaluation at month 4

Merilahti et al (2009) [38], Finland

19

Environmental and wearable sensors

Assisted living facility

Feasibility trial

Mean age: 78 years; female: 73·7%

Intervention applied: environmentally embedded and wearable sensors

Acceptability evaluation; information collected

Exposure of 84 days on average

T1: Evaluation at baseline; T2: Evaluation after trial

Mihailidis et al (2008) [39], Canada

8

Environmental sensors

LTC facility

Quasiexperimental time series ABAB

Mean age: 85 years; female: 83·8%

Intervention applied: environmentally embedded sensors (COACH†)

Handwashing evaluation; interactions with caregivers evaluation; function with independence evaluation

Exposure of One session per day for 8 weeks

T1: Evaluation at baseline ; T2: Evaluation at day 11; T3: Evaluation at day 21; T4: Evaluation at day 32; T5: Evaluation at day 42

Obayashi et al (2020) [40], Japan

2 participants,

Robot and environmental sensors

4 caregivers , Nursing home

Feasibility study

Mean age: 95·5 years; female: 100%

Intervention applied: Sota robot plus sleep sensor (Nemuri SCAN‡)

Behavioural motivation evaluation; caregiver burden evaluation

Exposure of 4 days

T1: Evaluation at baseline; T2: Evaluation at day 2; T3: Evaluation at day 3; T4: Evaluation at day 4

Robinson et al (2013) [41], New Zealand

10 residents, 10 family members

Robot

Dementia unit

Pilot study

Age range: 71–93 years; female: 50%

Intervention applied: pet robot (PARO and Guide)

Acceptability evaluation

Exposure of 1 hour session

T1: Evaluation after intervention

Robinson et al (2015) [42], New Zealand

21

Robot

LTC facility

Pilot study

Mean age: 84·9 years; female: 67%

Intervention applied: pet robot (PARO)

Blood pressure evaluation; heart rate evaluation

Exposure of 10 min

T1: Evaluation at baseline; T2: Evaluation at 10 min; T3: Evaluation at 15 min

Sung et al (2015) [43], Taiwan

12

Robot

LTC facility

Pilot study

Mean age: 77·2 years; female: 25%

Intervention applied: pet robot (PARO)

Communication/social skills; activity participation

Exposure of 30 min, twice a week for 4 weeks

T1: Evaluation at baseline; T2: Evaluation at week 4

  1. “Robot, any automatically operated machine that replaces human effort, though it may not resemble human beings in appearance or perform functions in a humanlike manner”
  2. N Number of study participants