{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T07:59:29Z","timestamp":1773734369444,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2011,9,17]],"date-time":"2011-09-17T00:00:00Z","timestamp":1316217600000},"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":[[2011,9,17]]},"DOI":"10.1145\/2030112.2030170","type":"proceedings-article","created":{"date-parts":[[2011,9,20]],"date-time":"2011-09-20T13:50:16Z","timestamp":1316526616000},"page":"435-444","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":73,"title":["Exploring micro-incentive strategies for participant compensation in high-burden studies"],"prefix":"10.1145","author":[{"given":"Mohamed","family":"Musthag","sequence":"first","affiliation":[{"name":"University of Massachusetts Amherst, Amherst, MA, USA"}]},{"given":"Andrew","family":"Raij","sequence":"additional","affiliation":[{"name":"University of South Florida, Tampa, FL, USA"}]},{"given":"Deepak","family":"Ganesan","sequence":"additional","affiliation":[{"name":"University of Massachusetts Amherst, Amherst, MA, USA"}]},{"given":"Santosh","family":"Kumar","sequence":"additional","affiliation":[{"name":"University of Memphis, Memphis, TN, USA"}]},{"given":"Saul","family":"Shiffman","sequence":"additional","affiliation":[{"name":"University of Pittsburgh, Pittsburgh, PA, USA"}]}],"member":"320","published-online":{"date-parts":[[2011,9,17]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"Amazon mechanical turk. http:\/\/www.mturk.com.  Amazon mechanical turk. http:\/\/www.mturk.com."},{"key":"e_1_3_2_2_2_1","unstructured":"Gamification.org. http:\/\/gamification.org\/.  Gamification.org. http:\/\/gamification.org\/."},{"key":"e_1_3_2_2_3_1","volume-title":"Labor Economics","author":"Cahuc P.","year":"2004","unstructured":"P. Cahuc and A. Zylberberg . Labor Economics . MIT Press , 2004 . P. Cahuc and A. Zylberberg. Labor Economics. MIT Press, 2004."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2008.39"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1023609306024"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1086\/269355"},{"key":"e_1_3_2_2_7_1","volume-title":"Allyn and Bacon","author":"Cialdini R.","year":"2001","unstructured":"R. Cialdini . Influence : Science and practice . Allyn and Bacon , 2001 . R. Cialdini. Influence: Science and practice. Allyn and Bacon, 2001."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2003.1203750"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1037\/10627-000"},{"key":"e_1_3_2_2_10_1","volume-title":"An analysis of US practices of paying research participants. Contemporary clinical trials, 26(3):365--375","author":"Grady C.","year":"2005","unstructured":"C. Grady , N. Dickert , T. Jawetz , G. Gensler , and E. Emanuel . An analysis of US practices of paying research participants. Contemporary clinical trials, 26(3):365--375 , 2005 . C. Grady, N. Dickert, T. Jawetz, G. Gensler, and E. Emanuel. An analysis of US practices of paying research participants. Contemporary clinical trials, 26(3):365--375, 2005."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753357"},{"key":"e_1_3_2_2_12_1","volume-title":"April","author":"Hopson J.","year":"2011","unstructured":"J. Hopson . Behavioral Game Design , April 2011 . http:\/\/www.gamasutra.com\/view\/feature\/3085\/behavioral_game_design.php. J. Hopson. Behavioral Game Design, April 2011. http:\/\/www.gamasutra.com\/view\/feature\/3085\/behavioral_game_design.php."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1409635.1409657"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-39653-6_13"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1037\/0278-6133.23.1.24"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1097\/00001648-200205000-00011"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1809400.1809422"},{"key":"e_1_3_2_2_18_1","volume-title":"Reality is Broken: Why games make us better and how they can change the world","author":"McGonigal J.","year":"2011","unstructured":"J. McGonigal . Reality is Broken: Why games make us better and how they can change the world . Penguin Pr , 2011 . J. McGonigal. Reality is Broken: Why games make us better and how they can change the world. Penguin Pr, 2011."},{"key":"e_1_3_2_2_19_1","volume-title":"Voluntariness of consent for research: an empirical and conceptual review. Medical care, 40(9):V","author":"Nelson R.","year":"2002","unstructured":"R. Nelson and J. Merz . Voluntariness of consent for research: an empirical and conceptual review. Medical care, 40(9):V , 2002 . R. Nelson and J. Merz. Voluntariness of consent for research: an empirical and conceptual review. Medical care, 40(9):V, 2002."},{"key":"e_1_3_2_2_20_1","first-page":"97","volume-title":"Information Processing in Sensor Networks (IPSN), 2011 10th International Conference on","author":"Plarre K.","year":"2011","unstructured":"K. Plarre , A. Raij , S. Hossain , A. Ali , M. Nakajima , M. Al'absi , E. Ertin , T. Kamarck , S. Kumar , M. Scott , D. Siewiorek , A. Smailagic , and L. Wittmers . Continuous inference of psychological stress from sensory measurements collected in the natural environment . In Information Processing in Sensor Networks (IPSN), 2011 10th International Conference on , pages 97 -- 108 , april 2011 . K. Plarre, A. Raij, S. Hossain, A. Ali, M. Nakajima, M. Al'absi, E. Ertin, T. Kamarck, S. Kumar, M. Scott, D. Siewiorek, A. Smailagic, and L. Wittmers. Continuous inference of psychological stress from sensory measurements collected in the natural environment. In Information Processing in Sensor Networks (IPSN), 2011 10th International Conference on, pages 97--108, april 2011."},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1037\/0278-6133.21.2.202"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/0030-5073(76)90014-3"},{"key":"e_1_3_2_2_23_1","volume-title":"the new art of teaching and training","author":"Pryor K.","year":"2002","unstructured":"K. Pryor . Don't shoot the dog! : the new art of teaching and training . Interpet Publishing , 2002 . K. Pryor. Don't shoot the dog!: the new art of teaching and training. Interpet Publishing, 2002."},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2077546.2077557"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1864349.1864355"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01019932"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.5555\/647214.720369"},{"key":"e_1_3_2_2_28_1","first-page":"1","volume-title":"Social Survey Methodology Bulletin","author":"Simmons E.","year":"2004","unstructured":"E. Simmons and A. Wilmot . Incentive payments on social surveys: A literature review . Social Survey Methodology Bulletin , pages 1 -- 11 , 2004 . E. Simmons and A. Wilmot. Incentive payments on social surveys: A literature review. Social Survey Methodology Bulletin, pages 1--11, 2004."},{"key":"e_1_3_2_2_29_1","first-page":"163","volume-title":"Survey nonresponse","author":"Singer E.","year":"2002","unstructured":"E. Singer . The use of incentives to reduce nonresponse in household surveys. Survey nonresponse , pages 163 -- 177 , 2002 . E. Singer. The use of incentives to reduce nonresponse in household surveys. Survey nonresponse, pages 163--177, 2002."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1620545.1620573"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/948109.948150"}],"event":{"name":"Ubicomp '11: The 2011 ACM Conference on Ubiquitous Computing","location":"Beijing China","acronym":"Ubicomp '11","sponsor":["SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","SIGCHI ACM Special Interest Group on Computer-Human Interaction","University of Florida University of Florida","SIGSPATIAL ACM Special Interest Group on Spatial Information"]},"container-title":["Proceedings of the 13th international conference on Ubiquitous computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2030112.2030170","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2030112.2030170","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:48:47Z","timestamp":1750240127000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2030112.2030170"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,9,17]]},"references-count":31,"alternative-id":["10.1145\/2030112.2030170","10.1145\/2030112"],"URL":"https:\/\/doi.org\/10.1145\/2030112.2030170","relation":{},"subject":[],"published":{"date-parts":[[2011,9,17]]},"assertion":[{"value":"2011-09-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}