{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:22:35Z","timestamp":1750220555079,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":44,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,6,25]],"date-time":"2021-06-25T00:00:00Z","timestamp":1624579200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,6,25]]},"DOI":"10.1145\/3469266.3470465","type":"proceedings-article","created":{"date-parts":[[2021,7,23]],"date-time":"2021-07-23T20:55:28Z","timestamp":1627073728000},"page":"38-44","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["It takes a village"],"prefix":"10.1145","author":[{"given":"Jennifer C.","family":"Goldsack","sequence":"first","affiliation":[{"name":"Digital Medicine Society (DiMe)"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ieuan","family":"Clay","sequence":"additional","affiliation":[{"name":"Evidation Health"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,7,23]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"7","article-title":"European regulators' views on a wearable-derived performance measurement of ambulation for Duchenne muscular dystrophy regulatory trials","volume":"29","year":"2019","journal-title":"Neuromuscul. Disord."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0134-9"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1038\/533452a"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-0226-6"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.2196\/11516"},{"volume-title":"Parkinson Disease Mobile Data Collected Using ResearchKit. Scientific data 3 (March","year":"2016","author":"Bot B M","key":"e_1_3_2_1_6_1"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1002\/ev.1434"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1161\/cir.0000000000000534"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330690"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1002\/cpt.866"},{"volume-title":"A digital health industry cohort across the health continuum. npj Digital Medicine 3, 1 (May","year":"2020","author":"Cohen Adam B","key":"e_1_3_2_1_12_1"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsaa159"},{"volume-title":"Modernizing and designing evaluation frameworks for connected sensor technologies in medicine. npj Digital Medicine 3, 1 (March","year":"2020","author":"Coravos Andrea","key":"e_1_3_2_1_14_1"},{"key":"e_1_3_2_1_15_1","first-page":"31","article-title":"Digital Medicine: A Primer on Measurement","volume":"3","author":"Coravos Andrea","year":"2019","journal-title":"DIB"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.2196\/12814"},{"volume-title":"Smartphone-based Remote Assessment of Upper Extremity Function for Multiple Sclerosis Using the FLOODLIGHT Draw a Shape Test. Physiol. Meas. (April","year":"2020","author":"Creagh A","key":"e_1_3_2_1_17_1"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0895-4356(03)00044-1"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01339-0"},{"volume-title":"Ke Will Wang, and Jessilyn Dunn","year":"2020","author":"Goldsack Jennifer C","key":"e_1_3_2_1_20_1"},{"volume-title":"acceptance, and qualification of digital measures: From proof of concept to endpoint. Digit. Biomark. (March","year":"2021","author":"Goldsack Jennifer C","key":"e_1_3_2_1_21_1"},{"key":"e_1_3_2_1_22_1","first-page":"136","article-title":"Defining and Developing the Workforce Needed for Success in the Digital Era of Medicine","volume":"4","author":"Goldsack Jennifer C","year":"2020","journal-title":"DIB"},{"volume-title":"Reed","year":"2018","author":"Graetz Ilana","key":"e_1_3_2_1_23_1"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pec.2016.07.006"},{"key":"e_1_3_2_1_25_1","first-page":"3","article-title":"The Path Forward for Digital Measures: Suppressing the Desire to Compare Apples and Pineapples","volume":"4","author":"Houts Carrie R","year":"2020","journal-title":"DIB"},{"volume-title":"Digital biomarkers of mood disorders and symptom change. npj Digital Medicine 2, 1 (Feb","year":"2019","author":"Jacobson Nicholas C","key":"e_1_3_2_1_26_1"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1159\/000498922"},{"key":"e_1_3_2_1_28_1","first-page":"73","article-title":"Predicting Subjective Recovery from Lower Limb Surgery Using Consumer Wearables","volume":"4","author":"Karas Marta","year":"2020","journal-title":"DIB"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0221732"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1159\/000504666"},{"key":"e_1_3_2_1_31_1","first-page":"59","article-title":"Assessment of Fatigue Using Wearable Sensors: A Pilot Study","volume":"4","author":"Luo Hongyu","year":"2020","journal-title":"DIB"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1159\/000509725"},{"volume-title":"Quantifying the use of connected digital products in clinical research. npj Digital Medicine 3, 1 (April","year":"2020","author":"Marra Caroline","key":"e_1_3_2_1_33_1"},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1126\/scitranslmed.abb1655"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"crossref","unstructured":"Arne Mueller Holger Alfons Hoefling Amir Muaremi Jens Praestgaard Lorcan C Walsh Ola Bunte Roland Martin Huber Julian F\u00fcrmetz Alexander Martin Keppler Matthias Schieker Wolfgang B\u00f6cker Ronenn Roubenoff Sophie Brachat Daniel S Rooks and Ieuan Clay. 2019. Continuous Digital Monitoring of Walking Speed in Frail Elderly Patients: Noninterventional Validation Study and Longitudinal Clinical Trial. JMIR mHealth and uHealth 7 11 (2019) e15191.  Arne Mueller Holger Alfons Hoefling Amir Muaremi Jens Praestgaard Lorcan C Walsh Ola Bunte Roland Martin Huber Julian F\u00fcrmetz Alexander Martin Keppler Matthias Schieker Wolfgang B\u00f6cker Ronenn Roubenoff Sophie Brachat Daniel S Rooks and Ieuan Clay. 2019. Continuous Digital Monitoring of Walking Speed in Frail Elderly Patients: Noninterventional Validation Study and Longitudinal Clinical Trial. JMIR mHealth and uHealth 7 11 (2019) e15191.","DOI":"10.2196\/15191"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/s2589-7500(20)30246-6"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1214\/14-sts486"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13063-019-3444-y"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2017.00076"},{"key":"e_1_3_2_1_40_1","first-page":"13","article-title":"A Roadmap to Inform Development, Validation and Approval of Digital Mobility Outcomes: The Mobilise-D Approach","volume":"4","author":"Rochester Lynn","year":"2020","journal-title":"DIB"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACII.2013.117"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12938-019-0670-1"},{"volume-title":"Food and Drug Administration","year":"2019","author":"U.S. Department of Health and Human Services","key":"e_1_3_2_1_43_1"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamaneurol.2018.0809"}],"event":{"name":"MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGOPS ACM Special Interest Group on Operating Systems"],"location":"Virtual Event Wisconsin","acronym":"MobiSys '21"},"container-title":["Proceedings of the 2021 Workshop on Future of Digital Biomarkers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3469266.3470465","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3469266.3470465","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:28:23Z","timestamp":1750195703000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3469266.3470465"}},"subtitle":["development of digital measures for computer scientists"],"short-title":[],"issued":{"date-parts":[[2021,6,25]]},"references-count":44,"alternative-id":["10.1145\/3469266.3470465","10.1145\/3469266"],"URL":"https:\/\/doi.org\/10.1145\/3469266.3470465","relation":{},"subject":[],"published":{"date-parts":[[2021,6,25]]},"assertion":[{"value":"2021-07-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}