Published on in Vol 4, No 4 (2016): Oct-Dec

Feasibility and Effectiveness of Using Wearable Activity Trackers in Youth: A Systematic Review

Feasibility and Effectiveness of Using Wearable Activity Trackers in Youth: A Systematic Review

Feasibility and Effectiveness of Using Wearable Activity Trackers in Youth: A Systematic Review

Journals

  1. Marin T, Kourbelis C, Foote J, Newman P, Brown A, Daniel M, Coffee N, Nicholls S, Ganesan A, Versace V, Beks H, Haedtke C, Clark R. Examining adherence to activity monitoring devices to improve physical activity in adults with cardiovascular disease: A systematic review. European Journal of Preventive Cardiology 2019;26(4):382 View
  2. Lam C, Milne-Ives M, Van Velthoven M, Meinert E. Internet of Things–Enabled Technologies for Weight Management in Children and Adolescents: Protocol for a Systematic Review. JMIR Research Protocols 2020;9(3):e16930 View
  3. Klöpfer-Krämer I, Brand A, Wackerle H, Müßig J, Kröger I, Augat P. Gait analysis – Available platforms for outcome assessment. Injury 2020;51:S90 View
  4. Goodspeed R, Yan X, Hardy J, Vydiswaran V, Berrocal V, Clarke P, Romero D, Gomez-Lopez I, Veinot T. Comparing the Data Quality of Global Positioning System Devices and Mobile Phones for Assessing Relationships Between Place, Mobility, and Health: Field Study. JMIR mHealth and uHealth 2018;6(8):e168 View
  5. Maxwell‐Smith C, Hince D, Cohen P, Bulsara M, Boyle T, Platell C, Tan P, Levitt M, Salama P, Tan J, Salfinger S, Makin G, Mohan G, Jiménez‐Castuera R, Hardcastle S. A randomized controlled trial of WATAAP to promote physical activity in colorectal and endometrial cancer survivors. Psycho-Oncology 2019;28(7):1420 View
  6. Ryan J, Edney S, Maher C. Anxious or empowered? A cross-sectional study exploring how wearable activity trackers make their owners feel. BMC Psychology 2019;7(1) View
  7. Espinoza J, Chen A, Orozco J, Deavenport-Saman A, Yin L. Effect of personal activity trackers on weight loss in families enrolled in a comprehensive behavioral family-lifestyle intervention program in the federally qualified health center setting: A randomized controlled trial. Contemporary Clinical Trials Communications 2017;7:86 View
  8. Ng K, Badura P, Dzielska A, Kokko S, Woods C, Hamrik Z. Test-retest reliability of survey items on ownership and use of physical activity trackers. Acta Gymnica 2019;49(2):67 View
  9. Sharaievska I, Battista R, Zwetsloot J. Use of Physical Activity Monitoring Devices by Families in Rural Communities: Qualitative Approach. JMIR Pediatrics and Parenting 2019;2(1):e10658 View
  10. Caterini J, Campisi E, Cifra B. Physical Activity Promotion in Pediatric Congenital Heart Disease: Are We Running Late?. Canadian Journal of Cardiology 2020;36(9):1406 View
  11. Lee B, Xie J, Ajisafe T, Kim S. How Are Wearable Activity Trackers Adopted in Older Adults? Comparison between Subjective Adoption Attitudes and Physical Activity Performance. International Journal of Environmental Research and Public Health 2020;17(10):3461 View
  12. Valtonen J, Kyhälä A, Slotte S, Reunamo J. Fourth Graders’ Objectively Measured Week Long Physical Activity. The European Journal of Social & Behavioural Sciences 2019;24(1):133 View
  13. Crossley S, McNarry M, Eslambolchilar P, Knowles Z, Mackintosh K. The Tangibility of Personalized 3D-Printed Feedback May Enhance Youths’ Physical Activity Awareness, Goal Setting, and Motivation: Intervention Study. Journal of Medical Internet Research 2019;21(6):e12067 View
  14. Mendoza J, Baker K, Moreno M, Whitlock K, Abbey‐Lambertz M, Waite A, Colburn T, Chow E. A Fitbit and Facebook mHealth intervention for promoting physical activity among adolescent and young adult childhood cancer survivors: A pilot study. Pediatric Blood & Cancer 2017;64(12) View
  15. Gaudet J, Gallant F, Bélanger M. A Bit of Fit: Minimalist Intervention in Adolescents Based on a Physical Activity Tracker. JMIR mHealth and uHealth 2017;5(7):e92 View
  16. Ridgers N, Timperio A, Brown H, Ball K, Macfarlane S, Lai S, Richards K, Ngan W, Salmon J. A cluster-randomised controlled trial to promote physical activity in adolescents: the Raising Awareness of Physical Activity (RAW-PA) Study. BMC Public Health 2017;17(1) View
  17. Heale L, Dover S, Goh Y, Maksymiuk V, Wells G, Feldman B. A wearable activity tracker intervention for promoting physical activity in adolescents with juvenile idiopathic arthritis: a pilot study. Pediatric Rheumatology 2018;16(1) View
  18. Duff O, Walsh D, Malone S, McDermott L, Furlong B, O'Connor N, Moran K, Woods C. MedFit App, a Behavior-Changing, Theoretically Informed Mobile App for Patient Self-Management of Cardiovascular Disease: User-Centered Development. JMIR Formative Research 2018;2(1):e8 View
  19. Lemey S, Agneessens S, Rogier H. Wearable Smart Objects: Microwaves Propelling Smart Textiles: A Review of Holistic Designs for Wireless Textile Nodes. IEEE Microwave Magazine 2018;19(6):83 View
  20. Böhm B, Karwiese S, Böhm H, Oberhoffer R. Effects of Mobile Health Including Wearable Activity Trackers to Increase Physical Activity Outcomes Among Healthy Children and Adolescents: Systematic Review. JMIR mHealth and uHealth 2019;7(4):e8298 View
  21. Rykov Y, Thach T, Dunleavy G, Roberts A, Christopoulos G, Soh C, Car J. Activity Tracker–Based Metrics as Digital Markers of Cardiometabolic Health: Cross-Sectional Study. JMIR mHealth and uHealth 2020;8(1):e16409 View
  22. Evans E, Abrantes A, Chen E, Jelalian E. Using Novel Technology within a School-Based Setting to Increase Physical Activity: A Pilot Study in School-Age Children from a Low-Income, Urban Community. BioMed Research International 2017;2017:1 View
  23. Kourbelis C, Franzon J, Foote J, Brown A, Daniel M, Coffee N, Newman P, Ganesan A, Nicholls S, Clark R. Adherence to activity monitoring devices or smartphone applications for improving physical activity in adults with cardiovascular disease: a systematic review protocol. JBI Database of Systematic Reviews and Implementation Reports 2018;16(8):1634 View
  24. Kinsey A, Whipple M, Reid L, Affuso O. Formative Assessment: Design of a Web-Connected Sedentary Behavior Intervention for Females. JMIR Human Factors 2017;4(4):e28 View
  25. Ng K, Ryba T. The Quantified Athlete: Associations of Wearables for High School Athletes. Advances in Human-Computer Interaction 2018;2018:1 View
  26. Bianchi-Hayes J, Schoenfeld E, Cataldo R, Hou W, Messina C, Pati S. Combining Activity Trackers With Motivational Interviewing and Mutual Support to Increase Physical Activity in Parent-Adolescent Dyads: Longitudinal Observational Feasibility Study. JMIR Pediatrics and Parenting 2018;1(1):e3 View
  27. Huang Q, Cohen D, Komarzynski S, Li X, Innominato P, Lévi F, Finkenstädt B. Hidden Markov models for monitoring circadian rhythmicity in telemetric activity data. Journal of The Royal Society Interface 2018;15(139):20170885 View
  28. Lyles A, Amresh A, Huberty J, Todd M, Lee R. A Mobile, Avatar-Based App for Improving Body Perceptions Among Adolescents: A Pilot Test. JMIR Serious Games 2017;5(1):e4 View
  29. Pittman A. Effect of a School-Based Activity Tracker, Companion Social Website, and Text Messaging Intervention on Exercise, Fitness, and Physical Activity Self-Efficacy of Middle School Students. The Journal of School Nursing 2020;36(2):112 View
  30. Ridgers N, Timperio A, Brown H, Ball K, Macfarlane S, Lai S, Richards K, Mackintosh K, McNarry M, Foster M, Salmon J. Wearable Activity Tracker Use Among Australian Adolescents: Usability and Acceptability Study. JMIR mHealth and uHealth 2018;6(4):e86 View
  31. Nagelhout E, Lensink R, Zhu A, Parsons B, Jensen J, Wu Y. The Feasibility and Acceptability of Using a Wearable UV Radiation Exposure Monitoring Device in Adults and Children: Cross-Sectional Questionnaire Study. JMIR Dermatology 2020;3(1):e15711 View
  32. Ng K, Kokko S, Tammelin T, Kallio J, Belton S, O'Brien W, Murphy M, Powell C, Woods C. Clusters of Adolescent Physical Activity Tracker Patterns and Their Associations With Physical Activity Behaviors in Finland and Ireland: Cross-Sectional Study. Journal of Medical Internet Research 2020;22(9):e18509 View
  33. Tully C, Mackey E, Aronow L, Monaghan M, Henderson C, Cogen F, Wang J, Streisand R. Parenting Intervention to Improve Nutrition and Physical Activity for Preschoolers with Type 1 Diabetes: A Feasibility Study. Journal of Pediatric Health Care 2018;32(6):548 View
  34. Edney S, Bogomolova S, Ryan J, Olds T, Sanders I, Maher C. Creating Engaging Health Promotion Campaigns on Social Media: Observations and Lessons From Fitbit and Garmin. Journal of Medical Internet Research 2018;20(12):e10911 View
  35. Puri A, Kim B, Nguyen O, Stolee P, Tung J, Lee J. User Acceptance of Wrist-Worn Activity Trackers Among Community-Dwelling Older Adults: Mixed Method Study. JMIR mHealth and uHealth 2017;5(11):e173 View
  36. Firth J, Torous J, Carney R, Newby J, Cosco T, Christensen H, Sarris J. Digital Technologies in the Treatment of Anxiety: Recent Innovations and Future Directions. Current Psychiatry Reports 2018;20(6) View
  37. Wiesner M, Zowalla R, Suleder J, Westers M, Pobiruchin M. Technology Adoption, Motivational Aspects, and Privacy Concerns of Wearables in the German Running Community: Field Study. JMIR mHealth and uHealth 2018;6(12):e201 View
  38. Metos J, Gren L, Brusseau T, Moric E, O’Toole K, Mokhtari T, Buys S, Frost C. Adolescent girls’ reactions to nutrition and physical activity assessment tools and insight into lifestyle habits. Health Education Journal 2018;77(1):85 View
  39. Müller A, Wang N, Yao J, Tan C, Low I, Lim N, Tan J, Tan A, Müller-Riemenschneider F. Heart Rate Measures From Wrist-Worn Activity Trackers in a Laboratory and Free-Living Setting: Validation Study. JMIR mHealth and uHealth 2019;7(10):e14120 View
  40. Cajita M, Kline C, Burke L, Bigini E, Imes C. Feasible but Not Yet Efficacious: a Scoping Review of Wearable Activity Monitors in Interventions Targeting Physical Activity, Sedentary Behavior, and Sleep. Current Epidemiology Reports 2020;7(1):25 View
  41. Xie J, Wen D, Liang L, Jia Y, Gao L, Lei J. Evaluating the Validity of Current Mainstream Wearable Devices in Fitness Tracking Under Various Physical Activities: Comparative Study. JMIR mHealth and uHealth 2018;6(4):e94 View
  42. Nogic J, Thein P, Cameron J, Mirzaee S, Ihdayhid A, Nasis A. The utility of personal activity trackers (Fitbit Charge 2) on exercise capacity in patients post acute coronary syndrome [UP-STEP ACS Trial]: a randomised controlled trial protocol. BMC Cardiovascular Disorders 2017;17(1) View
  43. Sheldrick M, Maitland C, Mackintosh K, Rosenburg M, Stratton G. Validity and reliability of the HomeSPACE-II instrument to assess the influence of the home physical environment on children’s physical activity and sedentary behaviour. International Journal of Health Promotion and Education 2021;59(2):108 View
  44. Phan T, Barnini N, Xie S, Martinez A, Falini L, Abatemarco A, Waldron M, Benton J, Frankenberry S, Coleman C, Nguyen L, Bo C, Datto G, Werk L. Feasibility of Using a Commercial Fitness Tracker as an Adjunct to Family-Based Weight Management Treatment: Pilot Randomized Trial. JMIR mHealth and uHealth 2018;6(11):e10523 View
  45. Christianson A, Shagena A. Adapting the 2018 Physical Activity Guidelines in pediatric primary care. The Nurse Practitioner 2019;44(7):14 View
  46. Drehlich M, Naraine M, Rowe K, Lai S, Salmon J, Brown H, Koorts H, Macfarlane S, Ridgers N. Using the Technology Acceptance Model to Explore Adolescents’ Perspectives on Combining Technologies for Physical Activity Promotion Within an Intervention: Usability Study. Journal of Medical Internet Research 2020;22(3):e15552 View
  47. Mackintosh K, Chappel S, Salmon J, Timperio A, Ball K, Brown H, Macfarlane S, Ridgers N. Parental Perspectives of a Wearable Activity Tracker for Children Younger Than 13 Years: Acceptability and Usability Study. JMIR mHealth and uHealth 2019;7(11):e13858 View
  48. Blackstone S, Herrmann L. Fitness Wearables and Exercise Dependence in College Women: Considerations for University Health Education Specialists. American Journal of Health Education 2020;51(4):225 View
  49. Koorts H, Salmon J, Timperio A, Ball K, Macfarlane S, Lai S, Brown H, Chappel S, Lewis M, Ridgers N. Translatability of a Wearable Technology Intervention to Increase Adolescent Physical Activity: Mixed Methods Implementation Evaluation. Journal of Medical Internet Research 2020;22(8):e13573 View
  50. Wen D, Zhang X, Liu X, Lei J. Evaluating the Consistency of Current Mainstream Wearable Devices in Health Monitoring: A Comparison Under Free-Living Conditions. Journal of Medical Internet Research 2017;19(3):e68 View
  51. Davergne T, Rakotozafiarison A, Servy H, Gossec L. Wearable Activity Trackers in the Management of Rheumatic Diseases: Where Are We in 2020?. Sensors 2020;20(17):4797 View
  52. Tang M, Moore K, McGavigan A, Clark R, Ganesan A. Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials. JMIR mHealth and uHealth 2020;8(7):e15576 View
  53. Newberry R, Dean D, Sayyah M, Mittal V. What prevents youth at clinical high risk for psychosis from engaging in physical activity? An examination of the barriers to physical activity. Schizophrenia Research 2018;201:400 View
  54. Wong C, Madanay F, Ozer E, Harris S, Moore M, Master S, Moreno M, Weitzman E. Digital Health Technology to Enhance Adolescent and Young Adult Clinical Preventive Services: Affordances and Challenges. Journal of Adolescent Health 2020;67(2):S24 View
  55. Rönkkö K. An Activity Tracker and Its Accompanying App as a Motivator for Increased Exercise and Better Sleeping Habits for Youths in Need of Social Care: Field Study. JMIR mHealth and uHealth 2018;6(12):e193 View
  56. Devine K, Viola A, Levonyan‐Radloff K, Mackowski N, Bozzini B, Chandler A, Xu B, Ohman‐Strickland P, Mayans S, Farrar‐Anton A, Sahler O, Masterson M, Manne S, Arent S. Feasibility of FitSurvivor: A technology‐enhanced group‐based fitness intervention for adolescent and young adult survivors of childhood cancer. Pediatric Blood & Cancer 2020;67(9) View
  57. Zhang Z, Giordani B, Chen W. Fidelity and feasibility of a multicomponent physical activity intervention in a retirement community. Geriatric Nursing 2020;41(4):394 View
  58. Kerner C, Goodyear V. The Motivational Impact of Wearable Healthy Lifestyle Technologies: A Self-determination Perspective on Fitbits With Adolescents. American Journal of Health Education 2017;48(5):287 View
  59. Veerubhotla A, Hong E, Knezevic S, Spungen A, Ding D. Estimation of Physical Activity Intensity in Spinal Cord Injury Using a Wrist-Worn ActiGraph Monitor. Archives of Physical Medicine and Rehabilitation 2020;101(9):1563 View
  60. Grym K, Niela-Vilén H, Ekholm E, Hamari L, Azimi I, Rahmani A, Liljeberg P, Löyttyniemi E, Axelin A. Feasibility of smart wristbands for continuous monitoring during pregnancy and one month after birth. BMC Pregnancy and Childbirth 2019;19(1) View
  61. Pelizzo G, Guddo A, Puglisi A, De Silvestri A, Comparato C, Valenza M, Bordonaro E, Calcaterra V. Accuracy of a Wrist-Worn Heart Rate Sensing Device during Elective Pediatric Surgical Procedures. Children 2018;5(3):38 View
  62. Ng K, Tynjälä J, Kokko S. Ownership and Use of Commercial Physical Activity Trackers Among Finnish Adolescents: Cross-Sectional Study. JMIR mHealth and uHealth 2017;5(5):e61 View
  63. Lunsford-Avery J, Keller C, Kollins S, Krystal A, Jackson L, Engelhard M. Feasibility and Acceptability of Wearable Sleep Electroencephalogram Device Use in Adolescents: Observational Study. JMIR mHealth and uHealth 2020;8(10):e20590 View
  64. Jang M, Ahn S, Lee J, Rhee M, Chae D, Kim J, Shin M. Validity and Reliability of the Newly Developed Surface Electromyography Device for Measuring Muscle Activity during Voluntary Isometric Contraction. Computational and Mathematical Methods in Medicine 2018;2018:1 View
  65. Davergne T, Pallot A, Dechartres A, Fautrel B, Gossec L. Use of Wearable Activity Trackers to Improve Physical Activity Behavior in Patients With Rheumatic and Musculoskeletal Diseases: A Systematic Review and Meta‐Analysis. Arthritis Care & Research 2019;71(6):758 View
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  72. Kim Y, Lochbaum M. Comparison of Polar Active Watch and Waist- and Wrist-Worn ActiGraph Accelerometers for Measuring Children’s Physical Activity Levels during Unstructured Afterschool Programs. International Journal of Environmental Research and Public Health 2018;15(10):2268 View
  73. Faust L, Wang C, Hachen D, Lizardo O, Chawla N. Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data. JMIR mHealth and uHealth 2019;7(3):e11075 View
  74. Ringeval M, Wagner G, Denford J, Paré G, Kitsiou S. Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(10):e23954 View
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  83. Hao Y, Ma X, Zhu Z, Cao Z. Validity of Wrist-Wearable Activity Devices for Estimating Physical Activity in Adolescents: Comparative Study. JMIR mHealth and uHealth 2021;9(1):e18320 View
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  90. Resnick B, Boltz M, Galik E, Fix S, Zhu S. Feasibility, Reliability, and Validity of the MotionWatch 8 to Evaluate Physical Activity Among Older Adults With and Without Cognitive Impairment in Assisted Living Settings. Journal of Aging and Physical Activity 2021;29(3):391 View
  91. Ummels D, Beekman E, Braun S, Beurskens A. Using an Activity Tracker in Healthcare: Experiences of Healthcare Professionals and Patients. International Journal of Environmental Research and Public Health 2021;18(10):5147 View
  92. Mooses K, Taveter K. Agent-Oriented Goal Models in Developing Information Systems Supporting Physical Activity Among Adolescents: Literature Review and Expert Interviews. Journal of Medical Internet Research 2021;23(5):e24810 View
  93. Mauldin K, Gieng J, Saarony D, Hu C. Performing nutrition assessment remotely via telehealth. Nutrition in Clinical Practice 2021;36(4):751 View
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  96. Bardus M, Borgi C, El-Harakeh M, Gherbal T, Kharroubi S, Fares E. Exploring the Use of Mobile and Wearable Technology among University Student Athletes in Lebanon: A Cross-Sectional Study. Sensors 2021;21(13):4472 View
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  98. Amir N, Dorobantu D, Wadey C, Caputo M, Stuart A, Pieles G, Williams C. Exercise training in paediatric congenital heart disease: fit for purpose?. Archives of Disease in Childhood 2022;107(6):525 View
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  101. Verswijveren S, Abbott G, Lai S, Salmon J, Timperio A, Brown H, Macfarlane S, Ridgers N. Mediators of Effects on Physical Activity and Sedentary Time in an Activity Tracker and Behavior Change Intervention for Adolescents: Secondary Analysis of a Cluster Randomized Controlled Trial. JMIR mHealth and uHealth 2022;10(8):e35261 View
  102. Creaser A, Hall J, Costa S, Bingham D, Clemes S. Exploring Families’ Acceptance of Wearable Activity Trackers: A Mixed-Methods Study. International Journal of Environmental Research and Public Health 2022;19(6):3472 View
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  105. Peng C, Zhao H, Zhang S. Determinants and Cross-National Moderators of Wearable Health Tracker Adoption: A Meta-Analysis. Sustainability 2021;13(23):13328 View
  106. Ma Z, Gao Q, Yang M. Adoption of Wearable Devices by Older People: Changes in Use Behaviors and User Experiences. International Journal of Human–Computer Interaction 2023;39(5):964 View
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  108. Gorny A, Chee W, Müller-Riemenschneider F. Active Use and Engagement in an mHealth Initiative Among Young Men With Obesity: Mixed Methods Study. JMIR Formative Research 2022;6(1):e33798 View
  109. Casado-Robles C, Viciana J, Guijarro-Romero S, Mayorga-Vega D. Effects of Consumer-Wearable Activity Tracker-Based Programs on Objectively Measured Daily Physical Activity and Sedentary Behavior Among School-Aged Children: A Systematic Review and Meta-analysis. Sports Medicine - Open 2022;8(1) View
  110. Soltero E, Lopez C, Hernandez E, O'Connor T, Thompson D. Technology-Based Obesity Prevention Interventions Among Hispanic Adolescents in the United States: Scoping Review. JMIR Pediatrics and Parenting 2022;5(4):e39261 View
  111. van Wissen M, Berger M, Schoones J, Gademan M, van den Ende C, Vliet Vlieland T, van Weely S. Reporting quality of interventions using a wearable activity tracker to improve physical activity in patients with inflammatory arthritis or osteoarthritis: a systematic review. Rheumatology International 2022;43(5):803 View
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  122. Soltero E, Lopez C, Musaad S, O'Connor T, Thompson D. Fit24, a digital health intervention to reduce type 2 diabetes risk among Hispanic youth: Protocol for a feasibility pilot study. Contemporary Clinical Trials 2023;127:107117 View
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  127. Montalvo S, Martinez A, Arias S, Lozano A, Gonzalez M, Dietze-Hermosa M, Boyea B, Dorgo S. Commercial Smart Watches and Heart Rate Monitors: A Concurrent Validity Analysis. Journal of Strength and Conditioning Research 2023;37(9):1802 View
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Books/Policy Documents

  1. Boland M, Alam F, Bronlund J. Trends in Personalized Nutrition. View
  2. Kettunen E, Makkonen M, Kari T, Critchley W. Optimizing Health Monitoring Systems With Wireless Technology. View
  3. Ridgers N, Drehlich M. Digital Health. View
  4. Yadav A, Sharma M, Saxena N, Sharma R. Wearable and Neuronic Antennas for Medical and Wireless Applications. View
  5. Sarkar S, Chakrabarti D. Ergonomics for Design and Innovation. View
  6. Torpus J, Kovacevic T, Navarro J. Distributed, Ambient and Pervasive Interactions. View