Table 3 Overview on device type for PGHD collection, PGHD types and workflow integration

From: Attitudes of healthcare professionals and researchers toward wearable and app derived patient generated health data

Device type

No. of studies

Indication focus (disease)

PGHD type shared or discussed

PGHD sharing part of study

Workflow of data sharing between patient and HCP (as part of study or discussed)

Medical device app/wearable

138

Atrial Fibriliation

ECG data38

Yes

From patient smartphone to web-based provider portal

Prototype medical device app

137

Diabetes37

Glucose measures, medication adherence, programme progress, reported barriers to self-care37

Yes

Report shared with HCPs by study staff prior consultation, not further specified37

Non-medical device data handling app

29,18

Rheumatoid arthritis9

Symptom and disease impact tracking, based on validated questionnaires9

Yes

Graphical summaries of longitudinal data in EHR9

  

Post-discharge surgical site infection18

Symptom tracking, wound photos18

Yes

Data send to web-based provider dashboard18

Wellness & lifestyle app/wearable

228,35

Not specified28

Steps, sleep, heart rate, calories burned, exercise/workouts, water consumption, nutrition, breathing, oxygen levels, weight, mindfulness exercises28

Yes

Fitbit data automatically sent to web-based provider platform28

Geriatric care35

Social, spiritual, cognitive and physiological measures (unspecified)35

No

PGHD sharing was not part of study and not discussed35

Not specified

(Medical device and/or wellness/lifestyle app/ wearable)

24

Chronic conditions (various)11

Not specified

Yes

Data from patient device to web-based provider dashboard11 or through patients choice11

Epilepsy29,34

Breathing rate, sweating29,34

Sleep, heart rate, seizure tracking, body movements, voice quality, environmental factors, mood, medication/therapy adherence, concentration34

Skin/body temperature29

No

Integration in EHR or presentation on patient’s device desired29,34

  

Multiple Sclerosis20,29

Breathing rate, skin/body temperature, voice quality

No

Integration in EHR20,29 or presentation on patient’s device desired2915/03/2025 13:47:00

  

Mental Health21,29,36

Sleep21,29,36

Environmental information29,36

Mood, PROMs (e.g., Quality of life)21

Body movements, heart rate, breathing rate, smartphone usage, smartphone usage29

Behaviour data, nutrition information, weight, BMI, substance use, body image36

No

Integration in EHR21,29 or presentation on patient’s device desired;29 or not specified36

  

Cancer10,25

Symptom tracking, physical activity, nutrition, medication/therapy adherence10

Quality of life (PROMs), side effects, treatment satisfaction25

No

Integration in EHR desired10,25

  

Diabetes13

Blood glucose measures, physical activity, nutrition, weight, medication/therapy adherence13

No

Not specified

  

HIV infection12

Not specified

No

Not specified

  

Stroke and traumatic brain injury17

Physical activity, behaviour data17

No

Integration in EHR desired17

  

Geriatric care32

Not specified32

No

Access via decision support systems desired32

  

Not specified8,15,16,19,22,24,26,30,31,33,39,40

Sleep, heart rate, steps24,32

Sweating, skin/body temperature, physical activity, gait, sedentariness, Environmental factors, smartphone usage, communication, social media usage, typing pattern, GPS, blood glucose measures, mood, nutrition, weight, body fat percentage, inhaler use, wound pictures, blood pressure, ECG data, peak expiratory flow3215/03/2025 13:47:00

No

Integration in EHR or patient portal desired8,15,16,19,22,33,39,40

View on patient device or verbal description22,24,33,39

Not specified26,30,31

  1. (BMI Body Mass Index; EHR electronic health record; HCP Healthcare professional; PGHD patient-generated health data; PROM patient-reported outcome measure).