Using a Fitbit-based Walking Game to Improve Physical Activity Among U.S. Veterans
Physical inactivity, hereafter inactivity, is a serious health problem among U.S. veterans, hereafter veterans. Inactive adults are at risk for adverse cardiac events and premature mortality. Specifically, among veterans, inactivity has been associated with a 23% increase in mortality. In order to i...
Saved in:
Published in | Military medicine Vol. 190; no. 1-2; p. 194 |
---|---|
Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
England
16.01.2025
|
Subjects | |
Online Access | Get more information |
Cover
Loading…
Abstract | Physical inactivity, hereafter inactivity, is a serious health problem among U.S. veterans, hereafter veterans. Inactive adults are at risk for adverse cardiac events and premature mortality. Specifically, among veterans, inactivity has been associated with a 23% increase in mortality. In order to increase physical activity among veterans, we developed Veterans Affairs (VA) MapTrek, a mobile-phone-based web app that allows users to take a virtual walk in interesting locations around the world while tracking their progress against that of others like themselves on an interactive map. Steps are counted by a commercially available Fitbit triaxial accelerometer, and users see their progress along a predefined scenic path overlaid on Google Maps. The objective of this study was to determine the effectiveness of VA MapTrek to increase physical activity in a population of veterans at risk for obesity-related morbidity.
We recruited overweight and obese veterans obtaining care at the Iowa City Veterans Affairs Health Center. Half of the veterans were assigned to participate in VA MapTrek. Each week, participants were assigned virtual walking races (Monday through Saturday), which followed a predetermined route that is displayed on Google Maps. The participant's position on the map is automatically updated each time their Fitbit syncs to their phone. In addition, challenges were issued periodically. Veterans in the control group were only given a Fitbit. We regressed daily step counts on the days of the week, the days since the start of the intervention period, whether the user was in the VA MapTrek or Control group, and an interaction between the study group and the days since the start of the intervention period. We included subject-specific random intercepts and subject-specific random slopes. This model was estimated using Bayesian Hamiltonian Monte Carlo using Stan's No-U-Turns sampler. We set vague, uniform priors on all the parameters.
We enrolled 276 participants, but only 251 (102 in the control group and 149 in the VA MapTrek group) contributed data during the intervention period. Our analysis suggests an 86.8% likelihood that the VA MapTrek intervention led to a minimum increase of 1,000 daily steps over the 8-week period, compared to the control group. Throughout the 8-week intervention, we project that VA MapTrek participants would have taken an extra 96,627 steps, equivalent to 77.8 additional kilometers (km) (48.3 additional miles), assuming an average of 1,242 steps per km (2,000 steps per mile).
Our study underscores the potential of VA MapTrek as an intervention for promoting walking among veterans who face elevated risks of obesity and cardiac issues. Rural veterans are a high-risk population, and new interventions like VA MapTrek are needed to improve veterans' health. |
---|---|
AbstractList | Physical inactivity, hereafter inactivity, is a serious health problem among U.S. veterans, hereafter veterans. Inactive adults are at risk for adverse cardiac events and premature mortality. Specifically, among veterans, inactivity has been associated with a 23% increase in mortality. In order to increase physical activity among veterans, we developed Veterans Affairs (VA) MapTrek, a mobile-phone-based web app that allows users to take a virtual walk in interesting locations around the world while tracking their progress against that of others like themselves on an interactive map. Steps are counted by a commercially available Fitbit triaxial accelerometer, and users see their progress along a predefined scenic path overlaid on Google Maps. The objective of this study was to determine the effectiveness of VA MapTrek to increase physical activity in a population of veterans at risk for obesity-related morbidity.
We recruited overweight and obese veterans obtaining care at the Iowa City Veterans Affairs Health Center. Half of the veterans were assigned to participate in VA MapTrek. Each week, participants were assigned virtual walking races (Monday through Saturday), which followed a predetermined route that is displayed on Google Maps. The participant's position on the map is automatically updated each time their Fitbit syncs to their phone. In addition, challenges were issued periodically. Veterans in the control group were only given a Fitbit. We regressed daily step counts on the days of the week, the days since the start of the intervention period, whether the user was in the VA MapTrek or Control group, and an interaction between the study group and the days since the start of the intervention period. We included subject-specific random intercepts and subject-specific random slopes. This model was estimated using Bayesian Hamiltonian Monte Carlo using Stan's No-U-Turns sampler. We set vague, uniform priors on all the parameters.
We enrolled 276 participants, but only 251 (102 in the control group and 149 in the VA MapTrek group) contributed data during the intervention period. Our analysis suggests an 86.8% likelihood that the VA MapTrek intervention led to a minimum increase of 1,000 daily steps over the 8-week period, compared to the control group. Throughout the 8-week intervention, we project that VA MapTrek participants would have taken an extra 96,627 steps, equivalent to 77.8 additional kilometers (km) (48.3 additional miles), assuming an average of 1,242 steps per km (2,000 steps per mile).
Our study underscores the potential of VA MapTrek as an intervention for promoting walking among veterans who face elevated risks of obesity and cardiac issues. Rural veterans are a high-risk population, and new interventions like VA MapTrek are needed to improve veterans' health. |
Author | Strom, Austin J Polgreen, Philip M Polgreen, Linnea A Simmering, Jacob E Francis, Shelby L Segre, Alberto M |
Author_xml | – sequence: 1 givenname: Jacob E surname: Simmering fullname: Simmering, Jacob E organization: Office of Rural Health, Veterans Rural Health Resource Center, Iowa City Veterans Affairs Health Care System, Iowa City, IA 52246, USA – sequence: 2 givenname: Linnea A surname: Polgreen fullname: Polgreen, Linnea A organization: Department of Pharmacy Practice and Science, University of Iowa, Iowa City, IA 52242, USA – sequence: 3 givenname: Shelby L orcidid: 0000-0002-1155-1794 surname: Francis fullname: Francis, Shelby L organization: Office of Rural Health, Veterans Rural Health Resource Center, Iowa City Veterans Affairs Health Care System, Iowa City, IA 52246, USA – sequence: 4 givenname: Austin J surname: Strom fullname: Strom, Austin J organization: Department of Computer Science, University of Iowa, Iowa City, IA 52242, USA – sequence: 5 givenname: Alberto M surname: Segre fullname: Segre, Alberto M organization: Department of Computer Science, University of Iowa, Iowa City, IA 52242, USA – sequence: 6 givenname: Philip M surname: Polgreen fullname: Polgreen, Philip M organization: Office of Rural Health, Veterans Rural Health Resource Center, Iowa City Veterans Affairs Health Care System, Iowa City, IA 52246, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38829720$$D View this record in MEDLINE/PubMed |
BookMark | eNo1j9lKxDAYRoMozqK3XkpeoJ38SZfksgzOAgOKWvVuyFaNdqPJDPTtHVGvDnwcPjgzdN52rUXoBkgMRLBF4-rGmsXBS0s5OUNTEIxEGbC3CZp5_0kIJILDJZowzqnIKZmix9K79h1LvHJBuRAp6a3Br7L--pnXsrE4dHjb9EN3tPjhY_ROyxoXOrijCyMumu7klfFTjF9ssINs_RW6qGTt7fUf56hc3T0vN9Hufr1dFrtIsyQLkUx5rrWoSAY85TY3XIlE2QxApxkkVZonUoJICAcFjCtNqUkNAwOKG04ZnaPb39_-oE7d-35wjRzG_X8c_QYxYlFC |
ContentType | Journal Article |
Copyright | Oxford University Press 2024. |
Copyright_xml | – notice: Oxford University Press 2024. |
DBID | CGR CUY CVF ECM EIF NPM |
DOI | 10.1093/milmed/usae280 |
DatabaseName | Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed |
DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) |
DatabaseTitleList | MEDLINE |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | no_fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 1930-613X |
ExternalDocumentID | 38829720 |
Genre | Journal Article |
GeographicLocations | United States |
GeographicLocations_xml | – name: United States |
GrantInformation_xml | – fundername: NIEHS NIH HHS grantid: P30 ES005605 – fundername: NCATS NIH HHS grantid: UM1 TR004403 – fundername: University of Iowa Institute for Clinical and Translational Science grantid: UM1TR004403 – fundername: Office of Rural Health grantid: 10706 |
GroupedDBID | --- .HR 04C 0R~ 123 29M 36B 48X 5RE 5WD 7RV 8R4 8R5 96U AABZA AACZT AAMZS AAPQZ AAPXW AARHZ AAUAY AAUOS AAVAP AAWTL ABDBF ABDFA ABEJV ABGNP ABIVO ABJNI ABKEB ABNHQ ABPQP ABPTD ABQNK ABVGC ABWST ABXVK ABXVV ACGFS ACGOD ACIHN ACOZV ACUHS ACYHN ADAES ADBBV ADBKU ADGZP ADIPN ADLOL ADNBA ADQBN ADQIT ADRTK ADVEK ADYLA AEAQA AEJER AEMQT AENEX AETBJ AFAZI AFFZL AFOFC AFVSF AFXAL AGINJ AGORE AGQXC AGUTN AHGBF AHMBA AHMMS AJBYB AJEEA AJNCP ALIPV ALMA_UNASSIGNED_HOLDINGS ALXQX ATGXG BAYMD BCRHZ BCU BENPR BEYMZ BHZBG BLC BMSDO BOXDG BTRTY CDBKE CGR CUY CVF DAKXR EAP EBS ECM EHN EIF EIS EMB EMI EMK ENERS ESX ETYVG EX3 EYXSX F5P F8P FECEO FLUFQ FOEOM FOTVD FQBLK GAUVT GJXCC H13 JXSIZ KOP KSI KSN L7B M1Q MHKGH MJWOD MXSPP NJ- NOMLY NOYVH NPM NU- O9- OAUYM OCZFY ODMLO OJZSN OK1 OPAEJ OVD OWPYF OXVUA PAFKI PCD PLIXB Q-A Q2X Q~Q ROX RUSNO RWL RXW SJN SV3 TAE TEORI TUS U5U UAP UNMZH WH7 WOW YADRA YAJVU YAYTL YKOAZ YXANX ~SN |
ID | FETCH-LOGICAL-c346t-a587cc9f061858e7d8b94be611c5614f574aa194081b138bc22d5d31d1b8d8232 |
IngestDate | Mon Jul 21 05:57:11 EDT 2025 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1-2 |
Language | English |
License | Oxford University Press 2024. |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c346t-a587cc9f061858e7d8b94be611c5614f574aa194081b138bc22d5d31d1b8d8232 |
ORCID | 0000-0002-1155-1794 |
OpenAccessLink | https://academic.oup.com/milmed/article-pdf/190/1-2/194/59744842/usae280.pdf |
PMID | 38829720 |
ParticipantIDs | pubmed_primary_38829720 |
PublicationCentury | 2000 |
PublicationDate | 2025-Jan-16 |
PublicationDateYYYYMMDD | 2025-01-16 |
PublicationDate_xml | – month: 01 year: 2025 text: 2025-Jan-16 day: 16 |
PublicationDecade | 2020 |
PublicationPlace | England |
PublicationPlace_xml | – name: England |
PublicationTitle | Military medicine |
PublicationTitleAlternate | Mil Med |
PublicationYear | 2025 |
SSID | ssj0014981 |
Score | 2.3865697 |
Snippet | Physical inactivity, hereafter inactivity, is a serious health problem among U.S. veterans, hereafter veterans. Inactive adults are at risk for adverse cardiac... |
SourceID | pubmed |
SourceType | Index Database |
StartPage | 194 |
SubjectTerms | Accelerometry - instrumentation Accelerometry - methods Adult Aged Exercise - physiology Exercise - psychology Female Fitness Trackers - standards Fitness Trackers - statistics & numerical data Humans Male Middle Aged Mobile Applications - standards Mobile Applications - statistics & numerical data United States United States Department of Veterans Affairs - organization & administration United States Department of Veterans Affairs - statistics & numerical data Veterans - psychology Veterans - statistics & numerical data Walking - physiology Walking - psychology Walking - statistics & numerical data |
Title | Using a Fitbit-based Walking Game to Improve Physical Activity Among U.S. Veterans |
URI | https://www.ncbi.nlm.nih.gov/pubmed/38829720 |
Volume | 190 |
hasFullText | |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1bS8MwFA5TQXwR73fJg2-j0zRtlz4OcYyhIs6pb5I0qRZ3Y3YP-uJf9-TSbUyF6UspDSul37fTky8550PohNAwjoQUnvRj6QWRCjzOQ-ByfKZIlUZEmd6dV9dRox00H8PHUulzatfSKBeV5OPHupL_oArXAFddJfsHZMc3hQtwDvjCERCG41wY2_V-Xq5nuchyT3-RZPmBd16NqsS7xhbDygbKuNxYRBLnGFEzRkPtSqtSvte7YrhT7gqDJ9PAe_j-bf29lWm125mhNCGkikk9w02_8zx0ZveX2teLT9RSZ-JhBNcX1YHEd6w8t_Jh3zBTay9Zzy1WOTXC1xv_POJ6WdsIGlM9HzUmv5MQay1BCy65gkcbMok1Of4Wym2bq27W6WrVtz5648q3pk9TyA66BlrKdIWwP8foTHPtYmgBLcA0Q_umarHHLUIFMSPjPp_01D7KqXuQFbRc_HhmRmIyk7s1tOqmFLhm-bGOSqq3gZavHGib6NbQBHM8TRPsaII1TXDex44muKAJLmiCDU2wpgkuaLKF2vWLu_OG56w0vIQGUe7xkFWTJE4he2MhU1XJRBwIFRGS6FawaVgNOAckIEEUhDKR-L4MJSWSCCYZZN3baLHX76ldhCFD5twXNGKMBSGHD4AikUghLeepT6nYQzv2bTwNbL-Up-I97f86coBWJmQ6REsp_EHVEWR7uTg2mHwBuvpT4g |
linkProvider | National Library of Medicine |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Using+a+Fitbit-based+Walking+Game+to+Improve+Physical+Activity+Among+U.S.+Veterans&rft.jtitle=Military+medicine&rft.au=Simmering%2C+Jacob+E&rft.au=Polgreen%2C+Linnea+A&rft.au=Francis%2C+Shelby+L&rft.au=Strom%2C+Austin+J&rft.date=2025-01-16&rft.eissn=1930-613X&rft.volume=190&rft.issue=1-2&rft.spage=194&rft_id=info:doi/10.1093%2Fmilmed%2Fusae280&rft_id=info%3Apmid%2F38829720&rft_id=info%3Apmid%2F38829720&rft.externalDocID=38829720 |