Matches in SemOpenAlex for { <https://semopenalex.org/work/W2978342502> ?p ?o ?g. }
- W2978342502 abstract "Digital technologies such as smartphones are transforming the way scientists conduct biomedical research using real-world data. Several remotely-conducted studies have recruited thousands of participants over a span of a few months. Unfortunately, these studies are hampered by substantial participant attrition, calling into question the representativeness of the collected data including generalizability of findings from these studies. We report the challenges in retention and recruitment in eight remote digital health studies comprising over 100,000 participants who participated for more than 850,000 days, completing close to 3.5 million remote health evaluations. Survival modeling surfaced several factors significantly associated(P < 1e-16) with increase in median retention time i) Clinician referral(increase of 40 days), ii) Effect of compensation (22 days), iii) Clinical conditions of interest to the study (7 days) and iv) Older adults(4 days). Additionally, four distinct patterns of daily app usage behavior that were also associated(P < 1e-10) with participant demographics were identified. Most studies were not able to recruit a representative sample, either demographically or regionally. Combined together these findings can help inform recruitment and retention strategies to enable equitable participation of populations in future digital health research." @default.
- W2978342502 created "2019-10-10" @default.
- W2978342502 creator A5025688428 @default.
- W2978342502 creator A5029959684 @default.
- W2978342502 creator A5033638597 @default.
- W2978342502 creator A5034466642 @default.
- W2978342502 creator A5038454932 @default.
- W2978342502 creator A5047270546 @default.
- W2978342502 creator A5048846220 @default.
- W2978342502 creator A5054208950 @default.
- W2978342502 creator A5065332782 @default.
- W2978342502 creator A5066000877 @default.
- W2978342502 creator A5068260742 @default.
- W2978342502 creator A5071757064 @default.
- W2978342502 creator A5086514081 @default.
- W2978342502 creator A5091900706 @default.
- W2978342502 date "2019-10-02" @default.
- W2978342502 modified "2023-09-23" @default.
- W2978342502 title "Indicators of retention in remote digital health studies: A cross-study evaluation of 100,000 participants" @default.
- W2978342502 cites W1551286397 @default.
- W2978342502 cites W1594616337 @default.
- W2978342502 cites W1964473796 @default.
- W2978342502 cites W1976092863 @default.
- W2978342502 cites W1986799477 @default.
- W2978342502 cites W1992092866 @default.
- W2978342502 cites W2005314874 @default.
- W2978342502 cites W2009501519 @default.
- W2978342502 cites W2019970282 @default.
- W2978342502 cites W2022629270 @default.
- W2978342502 cites W2024162670 @default.
- W2978342502 cites W2029399292 @default.
- W2978342502 cites W2031201873 @default.
- W2978342502 cites W2032616092 @default.
- W2978342502 cites W2037154843 @default.
- W2978342502 cites W2068831872 @default.
- W2978342502 cites W2076422447 @default.
- W2978342502 cites W2083117436 @default.
- W2978342502 cites W2092836873 @default.
- W2978342502 cites W2094159966 @default.
- W2978342502 cites W2115941566 @default.
- W2978342502 cites W2118256630 @default.
- W2978342502 cites W2118883481 @default.
- W2978342502 cites W2133658853 @default.
- W2978342502 cites W2137960802 @default.
- W2978342502 cites W2138572504 @default.
- W2978342502 cites W2144573635 @default.
- W2978342502 cites W2168745289 @default.
- W2978342502 cites W2219329093 @default.
- W2978342502 cites W2261303017 @default.
- W2978342502 cites W2294550615 @default.
- W2978342502 cites W2296350496 @default.
- W2978342502 cites W2300040953 @default.
- W2978342502 cites W2329665940 @default.
- W2978342502 cites W2343010276 @default.
- W2978342502 cites W2346275821 @default.
- W2978342502 cites W2493763979 @default.
- W2978342502 cites W2513375486 @default.
- W2978342502 cites W2518961151 @default.
- W2978342502 cites W2523153599 @default.
- W2978342502 cites W2549738163 @default.
- W2978342502 cites W2563766843 @default.
- W2978342502 cites W2565522107 @default.
- W2978342502 cites W2588904304 @default.
- W2978342502 cites W2595012400 @default.
- W2978342502 cites W2614856259 @default.
- W2978342502 cites W2751358454 @default.
- W2978342502 cites W2766029560 @default.
- W2978342502 cites W2796113229 @default.
- W2978342502 cites W2803826992 @default.
- W2978342502 cites W2804882164 @default.
- W2978342502 cites W2806843340 @default.
- W2978342502 cites W2807418321 @default.
- W2978342502 cites W2874615996 @default.
- W2978342502 cites W2885447570 @default.
- W2978342502 cites W2912441125 @default.
- W2978342502 cites W2913242149 @default.
- W2978342502 cites W2913262603 @default.
- W2978342502 cites W2918677197 @default.
- W2978342502 cites W2921112006 @default.
- W2978342502 cites W2921813650 @default.
- W2978342502 cites W2924655035 @default.
- W2978342502 cites W2936362429 @default.
- W2978342502 cites W2937501193 @default.
- W2978342502 cites W2970763591 @default.
- W2978342502 cites W2971998890 @default.
- W2978342502 cites W927619442 @default.
- W2978342502 cites W2794251998 @default.
- W2978342502 hasPublicationYear "2019" @default.
- W2978342502 type Work @default.
- W2978342502 sameAs 2978342502 @default.
- W2978342502 citedByCount "0" @default.
- W2978342502 crossrefType "posted-content" @default.
- W2978342502 hasAuthorship W2978342502A5025688428 @default.
- W2978342502 hasAuthorship W2978342502A5029959684 @default.
- W2978342502 hasAuthorship W2978342502A5033638597 @default.
- W2978342502 hasAuthorship W2978342502A5034466642 @default.
- W2978342502 hasAuthorship W2978342502A5038454932 @default.
- W2978342502 hasAuthorship W2978342502A5047270546 @default.
- W2978342502 hasAuthorship W2978342502A5048846220 @default.
- W2978342502 hasAuthorship W2978342502A5054208950 @default.