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Using Social Connectedness to Increase Physical Activity

Using Social Connectedness to Increase Physical Activity

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT04573972
Enrollment
172
Registered
2020-10-05
Start date
2020-09-30
Completion date
2021-01-04
Last updated
2024-03-28

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Activity, Motor, Social Isolation

Keywords

incentives

Brief summary

A randomized controlled trial will test the effectiveness of social incentives relative to traditional incentives in promoting walking behavior among college students (N=200). Participants who are rewarded for walking together will be compared to those who are rewarded for walking even when alone. Research participants will download activity tracking apps (Fitbit app and AWARE app) that provide activity and location data. Participants will be consented and then randomized to one of two incentive schemes for walking. Over a 2-week intervention period, the standard incentive group will earn $2 per day when they meet their walking goal regardless of whether they walk alone or with others. The social incentive group will earn $1 per day when they reach their walking goal plus an additional $1 when they walk at least 2000 steps with their walking partner. The incentive scheme will be in place for 2-weeks, preceded by a 1-week baseline period and followed by a 2-week follow-up period.

Detailed description

The objective of the study is to test whether social incentives that encourage physical activity with another person are more effective than incentives for individual exercise. Physical inactivity and social isolation are growing epidemics linked to increased morbidity and mortality particularly among aging Americans. This research aims to address both problems by encouraging co-productive physical activities among college students. Co-productive physical activity mean anything involving physical activity that two people can do together, e.g., walking their dogs or shopping together. Additionally, in light of the COVID-19 pandemic, walking together in this study means either walking while communicating digitally or over the phone, or by physically walking together while wearing a mask, staying 6 feet apart, and following the recommendations from health professionals. A small randomized controlled trial will test the effectiveness of social incentives relative to traditional incentives in promoting walking behavior. Participants who are rewarded for walking together will be compared to those who are rewarded for walking even when alone. The results will indicate whether social incentives are more motivating than traditional incentives for walking behavior.

Interventions

Receiving half the monetary incentive conditional on meeting a step goal and half the monetary incentive conditional on walking together

BEHAVIORALStandard Incentive

Receiving the full monetary incentive conditional on meeting a step goal and not conditional on walking together

Sponsors

University of Virginia
CollaboratorOTHER
Carnegie Mellon University
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
BASIC_SCIENCE
Masking
SINGLE (Outcomes Assessor)

Masking description

The primary outcome is steps walked, as assessed via the Fitbit app, which is blind to study condition.

Intervention model description

Two group, between-subjects design

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
Yes

Inclusion criteria

* Age 18+ * Able to read and understand English-language surveys * Own either iPhone or Android smartphones * Willing to carry the smart phone during the study period and to respond to daily texts or emails from the study team * Registered for the study as a dyad (friend pairs), with one member of the dyad a Carnegie Mellon University student

Exclusion criteria

• Contraindications for increased physical activity

Design outcomes

Primary

MeasureTime frameDescription
Change in Score on University of California Los Angeles (UCLA) Loneliness Scale (Survey Measure)week 520-item scale measuring subjective feelings of loneliness and social isolation. Minimum score = 0; maximum score = 60; higher scores indicate more loneliness. We computed the difference in score from baseline (beginning of week 1) to end of study (end of week 5).
Change in Mean Daily Steps Walked From Baseline Period (Week 1) to Follow-up Period (Weeks 4-5)week 4-5Change in mean daily steps walked from baseline to follow-up period, as recorded on the FitBit app
Mean Number of Days Met Daily Step Goal During Intervention Period (Weeks 2-3) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)week 2-3Mean number of days when an individual's number of steps walked was at or above daily goal during the intervention period (weeks 2 & 3) minus the mean number of days the individual's number of step's walking was at or above that same level during the baseline period (week 1)
Mean Number of Days Met Daily Step Goal During Follow-up Period (Weeks 4-5) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)week 4-5Mean number of days when an individual's number of steps walked was at or above daily goal during the follow-up period (weeks 4 & 5) minus the mean number of days the individual's number of step's walking was at or above that same level during the baseline period (week 1)
Change in Mean Daily Steps Walked From Baseline Period (Week 1) to Intervention Period (Weeks 2 and 3)week 2-3Change in mean daily steps walked from baseline (week 1) to intervention period (weeks 2 and 3), as recorded on the FitBit app

Secondary

MeasureTime frameDescription
Fraction of Days Participant Walked Together With Partner (Self Report) During Follow-up Period (Weeks 4-5)week 4-5Fraction of days with self report of walking at least 2,000 steps with another participant during follow-up period (weeks 3-5)
Proportion of Days Participant Walked Together With Partner (Coded)week 2-3A machine learning (ML) algorithm will compare the walking records from the Aware app of each dyad of participants and assess whether they walked together on each day
Fraction of Days Participant Walked Together With Partner (Self Report) During Intervention Period (Weeks 2-3)week 2-3Fraction of days with self report of walking at least 2,000 steps with another participant during intervention period (weeks 2-3)

Countries

United States

Participant flow

Recruitment details

Note: all number shown here represent individual participants (not dyads).

Participants by arm

ArmCount
Regular Incentive
During the two-week intervention period, the standard incentive group will earn $2 per day when they meet their step goal, and this reward is earned regardless of whether they walk alone or with others. Standard Incentive: Receiving the full monetary incentive conditional on meeting a step goal and not conditional on walking together
56
Social Incentive
During the two-week intervention period, he social incentive group will earn $1 per day when they meet their step goal and an additional $1 if they walk 2,000 steps together with another study participant. Social Incentive: Receiving half the monetary incentive conditional on meeting a step goal and half the monetary incentive conditional on walking together
70
Total126

Withdrawals & dropouts

PeriodReasonFG000FG001
Overall StudyDyad partner did not join study or did not walk >0 steps3214

Baseline characteristics

CharacteristicRegular IncentiveSocial IncentiveTotal
Age, Continuous21.77 years
STANDARD_DEVIATION 8.34
20.16 years
STANDARD_DEVIATION 5.67
20.87 years
STANDARD_DEVIATION 7
Ethnicity (NIH/OMB)
Hispanic or Latino
5 Participants2 Participants7 Participants
Ethnicity (NIH/OMB)
Not Hispanic or Latino
51 Participants68 Participants119 Participants
Ethnicity (NIH/OMB)
Unknown or Not Reported
0 Participants0 Participants0 Participants
Race (NIH/OMB)
American Indian or Alaska Native
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Asian
31 Participants48 Participants79 Participants
Race (NIH/OMB)
Black or African American
2 Participants2 Participants4 Participants
Race (NIH/OMB)
More than one race
2 Participants4 Participants6 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
0 Participants0 Participants0 Participants
Race (NIH/OMB)
Unknown or Not Reported
2 Participants2 Participants4 Participants
Race (NIH/OMB)
White
19 Participants14 Participants33 Participants
Sex/Gender, Customized
Gender
female
35 Participants44 Participants79 Participants
Sex/Gender, Customized
Gender
male
21 Participants20 Participants41 Participants
Sex/Gender, Customized
Gender
other
0 Participants5 Participants5 Participants
Sex/Gender, Customized
Gender
prefer not to answer
0 Participants1 Participants1 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
deaths
Total, all-cause mortality
0 / 880 / 84
other
Total, other adverse events
0 / 880 / 84
serious
Total, serious adverse events
0 / 880 / 84

Outcome results

Primary

Change in Mean Daily Steps Walked From Baseline Period (Week 1) to Follow-up Period (Weeks 4-5)

Change in mean daily steps walked from baseline to follow-up period, as recorded on the FitBit app

Time frame: week 4-5

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveChange in Mean Daily Steps Walked From Baseline Period (Week 1) to Follow-up Period (Weeks 4-5)7.33 steps per dayStandard Deviation 271.25
Social IncentiveChange in Mean Daily Steps Walked From Baseline Period (Week 1) to Follow-up Period (Weeks 4-5)159.76 steps per dayStandard Deviation 240.34
Primary

Change in Mean Daily Steps Walked From Baseline Period (Week 1) to Intervention Period (Weeks 2 and 3)

Change in mean daily steps walked from baseline (week 1) to intervention period (weeks 2 and 3), as recorded on the FitBit app

Time frame: week 2-3

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveChange in Mean Daily Steps Walked From Baseline Period (Week 1) to Intervention Period (Weeks 2 and 3)483.95 steps per dayStandard Deviation 324.64
Social IncentiveChange in Mean Daily Steps Walked From Baseline Period (Week 1) to Intervention Period (Weeks 2 and 3)283.77 steps per dayStandard Deviation 344.89
Primary

Change in Score on University of California Los Angeles (UCLA) Loneliness Scale (Survey Measure)

20-item scale measuring subjective feelings of loneliness and social isolation. Minimum score = 0; maximum score = 60; higher scores indicate more loneliness. We computed the difference in score from baseline (beginning of week 1) to end of study (end of week 5).

Time frame: week 5

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveChange in Score on University of California Los Angeles (UCLA) Loneliness Scale (Survey Measure)-0.01 score on a scaleStandard Deviation 0.08
Social IncentiveChange in Score on University of California Los Angeles (UCLA) Loneliness Scale (Survey Measure)0.02 score on a scaleStandard Deviation 0.09
Primary

Mean Number of Days Met Daily Step Goal During Follow-up Period (Weeks 4-5) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)

Mean number of days when an individual's number of steps walked was at or above daily goal during the follow-up period (weeks 4 & 5) minus the mean number of days the individual's number of step's walking was at or above that same level during the baseline period (week 1)

Time frame: week 4-5

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveMean Number of Days Met Daily Step Goal During Follow-up Period (Weeks 4-5) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)-0.04 daysStandard Deviation 0.04
Social IncentiveMean Number of Days Met Daily Step Goal During Follow-up Period (Weeks 4-5) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)-0.02 daysStandard Deviation 0.05
Primary

Mean Number of Days Met Daily Step Goal During Intervention Period (Weeks 2-3) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)

Mean number of days when an individual's number of steps walked was at or above daily goal during the intervention period (weeks 2 & 3) minus the mean number of days the individual's number of step's walking was at or above that same level during the baseline period (week 1)

Time frame: week 2-3

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveMean Number of Days Met Daily Step Goal During Intervention Period (Weeks 2-3) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)0.03 daysStandard Deviation 0.05
Social IncentiveMean Number of Days Met Daily Step Goal During Intervention Period (Weeks 2-3) Minus Mean Number of Days Met Same Level of Walking in Baseline Period (Week 1)0.01 daysStandard Deviation 0.05
Secondary

Fraction of Days Participant Walked Together With Partner (Self Report) During Follow-up Period (Weeks 4-5)

Fraction of days with self report of walking at least 2,000 steps with another participant during follow-up period (weeks 3-5)

Time frame: week 4-5

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveFraction of Days Participant Walked Together With Partner (Self Report) During Follow-up Period (Weeks 4-5)0.135 proportion of daysStandard Error 0.077
Social IncentiveFraction of Days Participant Walked Together With Partner (Self Report) During Follow-up Period (Weeks 4-5)0.408 proportion of daysStandard Error 0.086
Secondary

Fraction of Days Participant Walked Together With Partner (Self Report) During Intervention Period (Weeks 2-3)

Fraction of days with self report of walking at least 2,000 steps with another participant during intervention period (weeks 2-3)

Time frame: week 2-3

Population: Numbers refer to individuals (not dyads).

ArmMeasureValue (LEAST_SQUARES_MEAN)Dispersion
Regular IncentiveFraction of Days Participant Walked Together With Partner (Self Report) During Intervention Period (Weeks 2-3)0.138 proportion of daysStandard Error 0.065
Social IncentiveFraction of Days Participant Walked Together With Partner (Self Report) During Intervention Period (Weeks 2-3)0.535 proportion of daysStandard Error 0.07
Secondary

Proportion of Days Participant Walked Together With Partner (Coded)

A machine learning (ML) algorithm will compare the walking records from the Aware app of each dyad of participants and assess whether they walked together on each day

Time frame: week 2-3

Population: Participants with step data available for algorithm estimate

ArmMeasureValue (MEAN)Dispersion
Regular IncentiveProportion of Days Participant Walked Together With Partner (Coded)0.5564 proportion of days walked togetherStandard Error 0.06213
Social IncentiveProportion of Days Participant Walked Together With Partner (Coded)0.7091 proportion of days walked togetherStandard Error 0.06306
Secondary

Proportion of Days Participant Walked Together With Partner (Coded)

A machine learning (ML) algorithm will compare the walking records from the Aware app of each dyad of participants and assess whether they walked together on each day

Time frame: week 4-5

Population: Participants with step data available for algorithm estimate

ArmMeasureValue (MEAN)Dispersion
Regular IncentiveProportion of Days Participant Walked Together With Partner (Coded)0.5444 proportion of days walked togetherStandard Error 0.07536
Social IncentiveProportion of Days Participant Walked Together With Partner (Coded)0.6583 proportion of days walked togetherStandard Error 0.08425

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026