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Erschienen in: Mobile Networks and Applications 3/2014

01.06.2014

BeWell: Sensing Sleep, Physical Activities and Social Interactions to Promote Wellbeing

verfasst von: Nicholas D. Lane, Mu Lin, Mashfiqui Mohammod, Xiaochao Yang, Hong Lu, Giuseppe Cardone, Shahid Ali, Afsaneh Doryab, Ethan Berke, Andrew T. Campbell, Tanzeem Choudhury

Erschienen in: Mobile Networks and Applications | Ausgabe 3/2014

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Abstract

Smartphone sensing and persuasive feedback design is enabling a new generation of wellbeing apps capable of automatically monitoring multiple aspects of physical and mental health. In this article, we present BeWell+ the next generation of the BeWell smartphone wellbeing app, which monitors user behavior along three health dimensions, namely sleep, physical activity, and social interaction. BeWell promotes improved behavioral patterns via feedback rendered as an ambient display on the smartphone’s wallpaper. With BeWell+, we introduce new mechanisms to address key limitations of the original BeWell app; specifically, (1) community adaptive wellbeing feedback, which generalizes to diverse user communities (e.g., elderly, children) by promoting better behavior yet remains realistic to the user’s lifestyle; and, (2) wellbeing adaptive energy allocation, which prioritizes monitoring fidelity and feedback responsiveness on specific health dimensions (e.g., sleep) where the user needs additional help. We evaluate BeWell+ with a 27 person, 19 day field trial. Our findings show that not only can BeWell+ operate successfully on consumer smartphones; but also users understand feedback and respond by taking steps towards leading healthier lifestyles.

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Fußnoten
1
BeWell+ is available for download and use with any off-the-shelf Android Smartphone. Please download BeWell+ from: http://​www.​bewellapp.​org
 
Literatur
9.
Zurück zum Zitat Ahtinen A, Mattila E, Vaatanen A, Hynninen L, Salminen J, Koskinen E, Laine K (2009) User experiences of mobile wellness applications in health promotion: user study of wellness diary, mobile coach and selfrelax. In: Proceedings of Pervasive Health ’09 Ahtinen A, Mattila E, Vaatanen A, Hynninen L, Salminen J, Koskinen E, Laine K (2009) User experiences of mobile wellness applications in health promotion: user study of wellness diary, mobile coach and selfrelax. In: Proceedings of Pervasive Health ’09
10.
Zurück zum Zitat Ali A, Hossain S, Hovsepian K, Rahman M, Plarre K, Kumar S (2012) mPuff: automated detection of cigarette smoking puffs from respiration measurements. In: Proceedings of IPSN ’12 Ali A, Hossain S, Hovsepian K, Rahman M, Plarre K, Kumar S (2012) mPuff: automated detection of cigarette smoking puffs from respiration measurements. In: Proceedings of IPSN ’12
11.
Zurück zum Zitat Alvarez G, Ayas N (2004) The impact of daily sleep duration on health: a review of the literature. Prog Cardiovasc Nurs 19(2):56CrossRef Alvarez G, Ayas N (2004) The impact of daily sleep duration on health: a review of the literature. Prog Cardiovasc Nurs 19(2):56CrossRef
12.
Zurück zum Zitat Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ, O’Brien WL, Bassett DR, Schmitz KH, Emplaincourt PO, Jacobs DR, Leon AS (2000) Compendium of physical activities: An update of activity codes and MET intensities. Med Sci Sports Exerc 32:9CrossRef Ainsworth BE, Haskell WL, Whitt MC, Irwin ML, Swartz AM, Strath SJ, O’Brien WL, Bassett DR, Schmitz KH, Emplaincourt PO, Jacobs DR, Leon AS (2000) Compendium of physical activities: An update of activity codes and MET intensities. Med Sci Sports Exerc 32:9CrossRef
13.
Zurück zum Zitat Balan R, Satyanarayanan M, Park S, Okoshi T (2003) Tactics-based Remote execution for mobile computing. In: Proceedings of Mobisys ’03 Balan R, Satyanarayanan M, Park S, Okoshi T (2003) Tactics-based Remote execution for mobile computing. In: Proceedings of Mobisys ’03
14.
Zurück zum Zitat Bao L, Intille SS (2004) Activity recognition from user-annotated acceleration data. In: Proceedings of Pervasive ’04 Bao L, Intille SS (2004) Activity recognition from user-annotated acceleration data. In: Proceedings of Pervasive ’04
15.
Zurück zum Zitat Bishop CM (2006) Pattern recognition and machine learning (Information Science and Statistics). Springer Bishop CM (2006) Pattern recognition and machine learning (Information Science and Statistics). Springer
16.
Zurück zum Zitat Consolvo S, Klasnja P, McDonald DW, Avrahami D, Froehlich J, LeGrand L, Libby R, Mosher K, Landay JA (2008) Flowers or a Robot Army?: encouraging awareness and activity with personal, mobile displays. In: Proceedings of UbiComp ’08 Consolvo S, Klasnja P, McDonald DW, Avrahami D, Froehlich J, LeGrand L, Libby R, Mosher K, Landay JA (2008) Flowers or a Robot Army?: encouraging awareness and activity with personal, mobile displays. In: Proceedings of UbiComp ’08
17.
Zurück zum Zitat Consolvo S, Klasnja P, McDonald DW, Landay J (2010) Goal-setting considerations for persuasive technologies that encourage physical activity. In: Proceedings of Persuasive ’09 Consolvo S, Klasnja P, McDonald DW, Landay J (2010) Goal-setting considerations for persuasive technologies that encourage physical activity. In: Proceedings of Persuasive ’09
18.
Zurück zum Zitat Denning T, Andrew A, Chaudhri R, Hartung C, Lester J, Borriello G, Duncan G (2009) BALANCE: towards a usable pervasive wellness application with accurate activity inference. In: Proceedings of HotMobile ’09 Denning T, Andrew A, Chaudhri R, Hartung C, Lester J, Borriello G, Duncan G (2009) BALANCE: towards a usable pervasive wellness application with accurate activity inference. In: Proceedings of HotMobile ’09
19.
Zurück zum Zitat Dipietro L, Caspersen C, Ostfeld A, Nadel E (1993) A survey for assessing physical activity among older adults. Med Sci Sports Exerc 25:628–628CrossRef Dipietro L, Caspersen C, Ostfeld A, Nadel E (1993) A survey for assessing physical activity among older adults. Med Sci Sports Exerc 25:628–628CrossRef
20.
Zurück zum Zitat Ferreira P, Sanches P, Höök K, Jaensson T (2008) License to chill!: how to empower users to cope with stress. In: Proc of NordiCHI ’08 Ferreira P, Sanches P, Höök K, Jaensson T (2008) License to chill!: how to empower users to cope with stress. In: Proc of NordiCHI ’08
21.
Zurück zum Zitat Fogg BJ (2002) Persuasive technology: using Computers to change what we think and do. Ubiquity 2002 (December):2 Fogg BJ (2002) Persuasive technology: using Computers to change what we think and do. Ubiquity 2002 (December):2
22.
Zurück zum Zitat Fox K (1999) The influence of physical activity on mental well-being. Public Health Nutr 2(3a):411–418CrossRef Fox K (1999) The influence of physical activity on mental well-being. Public Health Nutr 2(3a):411–418CrossRef
23.
Zurück zum Zitat Halko S, Kientz J (2010) Personality and persuasive technology: an exploratory study on health-promoting mobile applications. In: Proceedings of Persuasive ’10 Halko S, Kientz J (2010) Personality and persuasive technology: an exploratory study on health-promoting mobile applications. In: Proceedings of Persuasive ’10
24.
Zurück zum Zitat Hareva DH, Okada H, Kitawaki T, Oka H (2009) Supportive Intervention using a mobile phone in behavior modification. Acta Med Okayama 63(2):113–20 Hareva DH, Okada H, Kitawaki T, Oka H (2009) Supportive Intervention using a mobile phone in behavior modification. Acta Med Okayama 63(2):113–20
25.
Zurück zum Zitat Penedo F, Dahn J (2005) Exercise and well-being: a review of mental and physical health benefits associated with physical activity. Curr Opin Psychiatr 18(2):189CrossRef Penedo F, Dahn J (2005) Exercise and well-being: a review of mental and physical health benefits associated with physical activity. Curr Opin Psychiatr 18(2):189CrossRef
26.
Zurück zum Zitat Rozin P (2005) The meaning of food in our lives: a cross-cultural perspective on eating and well-being. J Nutr Educ Behav 37:S107–S112CrossRef Rozin P (2005) The meaning of food in our lives: a cross-cultural perspective on eating and well-being. J Nutr Educ Behav 37:S107–S112CrossRef
27.
Zurück zum Zitat George L, Blazer D, Hughes D, Fowler N (1989) Social support and the outcome of major depression. Brit J Psychiatry 154(4):478CrossRef George L, Blazer D, Hughes D, Fowler N (1989) Social support and the outcome of major depression. Brit J Psychiatry 154(4):478CrossRef
28.
Zurück zum Zitat Knutson JF, Lansing CR (1990) The relationship between communication problems and psychological difficulties in persons with profound acquired hearing loss. J Speech Hear Disord 55(4):656CrossRef Knutson JF, Lansing CR (1990) The relationship between communication problems and psychological difficulties in persons with profound acquired hearing loss. J Speech Hear Disord 55(4):656CrossRef
29.
Zurück zum Zitat Blazer DG (1982) Social support and mortality in an elderly community population. Am J Epidemiol 115(5):684 Blazer DG (1982) Social support and mortality in an elderly community population. Am J Epidemiol 115(5):684
30.
Zurück zum Zitat Hicks J, Ramanathan N, Kim D, Monibi M, Selsky J, Hansen M, Estrin D (2010) Andwellness: an open mobile system for activity and experience sampling. In: Proceedings of wireless health ’10 Hicks J, Ramanathan N, Kim D, Monibi M, Selsky J, Hansen M, Estrin D (2010) Andwellness: an open mobile system for activity and experience sampling. In: Proceedings of wireless health ’10
31.
Zurück zum Zitat Paffenbarger R, Hyde R, Wing A, Hsieh C (1986) Physical activity, all-cause mortality, and longevity of college alumni. N Engl J Med 314(10):605–613CrossRef Paffenbarger R, Hyde R, Wing A, Hsieh C (1986) Physical activity, all-cause mortality, and longevity of college alumni. N Engl J Med 314(10):605–613CrossRef
32.
Zurück zum Zitat Klasnja P, Consolvo S, McDonald D, Landay J, Pratt W (2009) Using mobile and personal sensing technologies to support health behavior change in everyday life: lessons learned. In: Proceedings of AMIA 09 Klasnja P, Consolvo S, McDonald D, Landay J, Pratt W (2009) Using mobile and personal sensing technologies to support health behavior change in everyday life: lessons learned. In: Proceedings of AMIA 09
33.
Zurück zum Zitat Lamminmaki E, Parkka J, Hermersdorf J, Kaasinen J, Samposalo K, Vainio J, Kolari J, Kulju M, Lappalainen R, Korhonen I (2005) Wellness diary for mobile phones. In: Proceedings of EMBEC ’05 Lamminmaki E, Parkka J, Hermersdorf J, Kaasinen J, Samposalo K, Vainio J, Kolari J, Kulju M, Lappalainen R, Korhonen I (2005) Wellness diary for mobile phones. In: Proceedings of EMBEC ’05
34.
Zurück zum Zitat Lane ND, Mohammod M, Lin M, Yang X, Lu H, Ali S, Doryab A, Berke E, Choudhury T, Campbell A (2011) BeWell: a smartphone application to monitor, model and promote wellbeing. In: Proceedings of Pervasive Health ’11 Lane ND, Mohammod M, Lin M, Yang X, Lu H, Ali S, Doryab A, Berke E, Choudhury T, Campbell A (2011) BeWell: a smartphone application to monitor, model and promote wellbeing. In: Proceedings of Pervasive Health ’11
35.
Zurück zum Zitat Lane ND, Xu Y, Lu H, Hu S, Choudhury T, Campbell AT, Zhao F (2011) Enabling large-scale human activity inference on smartphones using community similarity networks (CSN). In: Proceedings of Ubicomp ’11 Lane ND, Xu Y, Lu H, Hu S, Choudhury T, Campbell AT, Zhao F (2011) Enabling large-scale human activity inference on smartphones using community similarity networks (CSN). In: Proceedings of Ubicomp ’11
36.
Zurück zum Zitat Lane ND, Xu Y, Lu H, Campbell A, Choudhury T, Eisenman S (2011) Exploiting social networks for large-scale human behavior modeling. Pervasive Comput IEEE 10(4):45–53CrossRef Lane ND, Xu Y, Lu H, Campbell A, Choudhury T, Eisenman S (2011) Exploiting social networks for large-scale human behavior modeling. Pervasive Comput IEEE 10(4):45–53CrossRef
37.
Zurück zum Zitat Lester J, Choudhury T, Kern N, Borriello G, Hannaford B (2005) A Hybrid discriminative/generative approach for modeling human activities. In: Proceedings of the IJCAI ’05 Lester J, Choudhury T, Kern N, Borriello G, Hannaford B (2005) A Hybrid discriminative/generative approach for modeling human activities. In: Proceedings of the IJCAI ’05
38.
Zurück zum Zitat LiKamWa R, Liu Y, Lane N, Zhong L (2011) Can Your Smartphone Infer Your Mood? In: Proceedings of PhoneSense ’11 LiKamWa R, Liu Y, Lane N, Zhong L (2011) Can Your Smartphone Infer Your Mood? In: Proceedings of PhoneSense ’11
39.
Zurück zum Zitat Pilcher J, Ginter D, Sadowsky B (1997) Sleep quality versus sleep quantity: relationships between sleep and measures of health, well-being and sleepiness in college students. J Psychosom Res 42(6):583–596CrossRef Pilcher J, Ginter D, Sadowsky B (1997) Sleep quality versus sleep quantity: relationships between sleep and measures of health, well-being and sleepiness in college students. J Psychosom Res 42(6):583–596CrossRef
40.
Zurück zum Zitat Lin JJ, Mamykina L, Lindtner S, Delajoux G, Strub HB (2006) Fish’n’steps: encouraging physical activity with an interactive computer game. In: Proc. of UbiComp ’06 Lin JJ, Mamykina L, Lindtner S, Delajoux G, Strub HB (2006) Fish’n’steps: encouraging physical activity with an interactive computer game. In: Proc. of UbiComp ’06
41.
Zurück zum Zitat Lin M, Lane ND, Mohammod M, Yang X, Lu H, Cardone G, Ali S, Doryab A, Berke E, Campbell A, Choudhury T (2012) BeWell+: multi-dimensional wellbeing monitoring with community-guided user feedback and energy optimization. In: Proceedings of wireless health ’12 Lin M, Lane ND, Mohammod M, Yang X, Lu H, Cardone G, Ali S, Doryab A, Berke E, Campbell A, Choudhury T (2012) BeWell+: multi-dimensional wellbeing monitoring with community-guided user feedback and energy optimization. In: Proceedings of wireless health ’12
42.
Zurück zum Zitat Lu H, Pan W, Lane ND, Choudhury T, Campbell AT (2009) Soundsense: scalable sound sensing for people-centric applications on mobile phones. In: Proceedings of MobiSys ’09 Lu H, Pan W, Lane ND, Choudhury T, Campbell AT (2009) Soundsense: scalable sound sensing for people-centric applications on mobile phones. In: Proceedings of MobiSys ’09
43.
Zurück zum Zitat Lu H, Yang J, Liu Z, Lane ND, Choudhury T, Campbell AT (2010) The jigsaw continuous sensing engine for mobile phone applications. In: Proceedings of Sensys ’10 Lu H, Yang J, Liu Z, Lane ND, Choudhury T, Campbell AT (2010) The jigsaw continuous sensing engine for mobile phone applications. In: Proceedings of Sensys ’10
44.
Zurück zum Zitat Miluzzo E, Oakley J, Lu H, Lane N, Peterson R, Campbell A (2008) Evaluating the iphone as a mobile platform for people-centric sensing applications. In: Proceedings of UrbanSense ’08 Miluzzo E, Oakley J, Lu H, Lane N, Peterson R, Campbell A (2008) Evaluating the iphone as a mobile platform for people-centric sensing applications. In: Proceedings of UrbanSense ’08
45.
Zurück zum Zitat Norris R, Carroll D, Cochrane R (1992) The effects of physical activity and exercise training on psychological stress and well-being in an adolescent population. J Psychosom Res 36(1):55–65CrossRef Norris R, Carroll D, Cochrane R (1992) The effects of physical activity and exercise training on psychological stress and well-being in an adolescent population. J Psychosom Res 36(1):55–65CrossRef
46.
Zurück zum Zitat Patrick K, Raab F, Adams M, Dillon L, Zabinski M, Rock C, Griswold W, Norman G (2009) A text message–based intervention for weight loss: randomized controlled trial. J Med Internet Res 11(1) Patrick K, Raab F, Adams M, Dillon L, Zabinski M, Rock C, Griswold W, Norman G (2009) A text message–based intervention for weight loss: randomized controlled trial. J Med Internet Res 11(1)
47.
Zurück zum Zitat Wang Y, Lin J, Annavaram M, Jacobson Q, Hong J, Krishnamachari B, Sadeh N (2009) A framework of energy efficient mobile sensing for automatic user state recognition. In: Proceedings of Mobisys ’09 Wang Y, Lin J, Annavaram M, Jacobson Q, Hong J, Krishnamachari B, Sadeh N (2009) A framework of energy efficient mobile sensing for automatic user state recognition. In: Proceedings of Mobisys ’09
48.
Zurück zum Zitat Yaggi H, Araujo A, McKinlay J (2006) Sleep duration as a risk factor for the development of type 2 diabetes. Diabetes Care 29(3):657CrossRef Yaggi H, Araujo A, McKinlay J (2006) Sleep duration as a risk factor for the development of type 2 diabetes. Diabetes Care 29(3):657CrossRef
49.
Zurück zum Zitat Lane ND, Miluzzo E, Lu H, Peebles D, Choudhury T, Campbell A (2010) A survey of mobile phone sensing. IEEE Commun Mag 48:140–150CrossRef Lane ND, Miluzzo E, Lu H, Peebles D, Choudhury T, Campbell A (2010) A survey of mobile phone sensing. IEEE Commun Mag 48:140–150CrossRef
50.
Zurück zum Zitat Rachuri KK, Mascolo C, Musolesi M, Rentfrow P (2011) SociableSense: exploring the trade-offs of adaptive sampling and computation offloading for social sensing. In: Proceedings of Mobicom ’11 Rachuri KK, Mascolo C, Musolesi M, Rentfrow P (2011) SociableSense: exploring the trade-offs of adaptive sampling and computation offloading for social sensing. In: Proceedings of Mobicom ’11
51.
Zurück zum Zitat Chu D, Lane ND, Lai TT, Pang C, Meng X, Guo Q, Li F, Zhao F (2011) Balancing energy, latency and accuracy for mobile sensor data classification. In: Proceedings of Sensys ’ Chu D, Lane ND, Lai TT, Pang C, Meng X, Guo Q, Li F, Zhao F (2011) Balancing energy, latency and accuracy for mobile sensor data classification. In: Proceedings of Sensys ’
52.
Zurück zum Zitat Estrin D, Sim I (2011) Open mHealth architecture: an engine for health care innovation. Science Estrin D, Sim I (2011) Open mHealth architecture: an engine for health care innovation. Science
Metadaten
Titel
BeWell: Sensing Sleep, Physical Activities and Social Interactions to Promote Wellbeing
verfasst von
Nicholas D. Lane
Mu Lin
Mashfiqui Mohammod
Xiaochao Yang
Hong Lu
Giuseppe Cardone
Shahid Ali
Afsaneh Doryab
Ethan Berke
Andrew T. Campbell
Tanzeem Choudhury
Publikationsdatum
01.06.2014
Verlag
Springer US
Erschienen in
Mobile Networks and Applications / Ausgabe 3/2014
Print ISSN: 1383-469X
Elektronische ISSN: 1572-8153
DOI
https://doi.org/10.1007/s11036-013-0484-5

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