Personalized Activity Intelligence (PAI) for Prevention of Cardiovascular Disease and Promotion of Physical Activity

American Journal of Medicine

Volumn 130, Issue 3, 2017, Pages 328-336

  Nes, Bjarne M ^a   Gutvik, Christian R ^b   Lavie, Carl J ^c   Nauman, Javaid ^a   Wisløff, Ulrik ^a,d  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^b NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

^c JOHN OCHSNER HEART AND VASCULAR INSTITUTE   (United States)

^d UNIVERSITY OF QUEENSLAND   (Australia)

Author keywords

Activity tracking; Cardiovascular disease mortality; Physical activity; Prevention

Indexed keywords

ALCOHOL CONSUMPTION; ALGORITHM; ARTICLE; BODY MASS; CARDIOVASCULAR DISEASE; CARDIOVASCULAR MORTALITY; CARDIOVASCULAR RISK; DEMOGRAPHY; EDUCATION; FEMALE; FOLLOW UP; HAZARD RATIO; HEALTH PROMOTION; HEART RATE; HUMAN; HYPERTENSION; MAJOR CLINICAL STUDY; MALE; PERSONALIZED ACTIVITY INTELLIGENCE; PHYSICAL ACTIVITY; PRIORITY JOURNAL; SMOKING; ADULT; AGE; AGED; CARDIOVASCULAR DISEASES; EXERCISE; MIDDLE AGED; MORTALITY; PROCEDURES; PROPORTIONAL HAZARDS MODEL; RISK ASSESSMENT; RISK FACTOR; SEX DIFFERENCE; YOUNG ADULT;

ADULT; AGE FACTORS; AGED; ALGORITHMS; CARDIOVASCULAR DISEASES; EXERCISE; FEMALE; HEALTH PROMOTION; HUMANS; MALE; MIDDLE AGED; PROPORTIONAL HAZARDS MODELS; RISK ASSESSMENT; RISK FACTORS; SEX FACTORS; YOUNG ADULT;

EID: 85007504639     PISSN: 00029343     EISSN: 15557162     Source Type: Journal    
DOI: 10.1016/j.amjmed.2016.09.031     Document Type: Article

References (32)

1. 1 Kraus, W.E., Bittner, V., Appel, L., et al. The National Physical Activity Plan: a call to action from the American Heart Association: a science advisory from the American Heart Association. Circulation 131:21 (2015), 1932–1940.
2. 2 Kohl, H.W., Craig, C.L., Lambert, E.V., et al. The pandemic of physical inactivity: global action for public health. Lancet 380:9838 (2012), 294–305.
3. 3 Lee, I.M., Shiroma, E.J., Lobelo, F., et al. Effect of physical inactivity on major non-communicable diseases worldwide: an analysis of burden of disease and life expectancy. Lancet 380:9838 (2012), 219–229.
4. 4 Centre for Economic and Business Research. The costs of inactivity in Europe. 2015. Available at: www.cebr.com/reports/the-costs-of-inactivity-in-europe/. Accessed January 15, 2016.
5. 5 Carlson, S.A., Fulton, J.E., Pratt, M., Yang, Z., Adams, E.K., Inadequate physical activity and health care expenditures in the United States. Prog Cardiovasc Dis 57:4 (2015), 315–323.
6. 6 Sallis, R., Franklin, B., Joy, L., Ross, R., Sabgir, D., Stones, J., Strategies for promoting physical activity in clinical practice. Prog Cardiovasc Dis 57:4 (2015), 375–386.
7. 7 Vuori, I.M., Lavie, C.J., Blair, S.N., Physical activity promotion in the health care system. Mayo Clin Proc 88:12 (2013), 1446–1461.
8. 8 U.S. Department of Health and Human Services. Physical activity guidlines for Americans. 2008, U.S. Department of Health and Human Services, Washington, DC.
9. 9 Garber, C.E., Blissmer, B., Deschenes, M.R., et al. American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc 43:7 (2011), 1334–1359.
10. 10 Haskell, W.L., Lee, I.M., Pate, R.R., et al. Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation 116:9 (2007), 1081–1093.
11. 11 Wen, C.P., Wai, J.P., Tsai, M.K., et al. Minimum amount of physical activity for reduced mortality and extended life expectancy: a prospective cohort study. Lancet 378:9798 (2011), 1244–1253.
12. 12 Wisloff, U., Nilsen, T.I., Droyvold, W.B., Morkved, S., Slordahl, S.A., Vatten, L.J., A single weekly bout of exercise may reduce cardiovascular mortality: how little pain for cardiac gain? ‘The HUNT study, Norway’. Eur J Cardiovasc Prev Rehabil 13:5 (2006), 798–804.
13. 13 DeFina, L.F., Haskell, W.L., Willis, B.L., et al. Physical activity versus cardiorespiratory fitness: two (partly) distinct components of cardiovascular health?. Prog Cardiovasc Dis 57:4 (2015), 324–329.
14. 14 Myers, J., McAuley, P., Lavie, C.J., Despres, J.P., Arena, R., Kokkinos, P., Physical activity and cardiorespiratory fitness as major markers of cardiovascular risk: their independent and interwoven importance to health status. Prog Cardiovasc Dis 57:4 (2015), 306–314.
15. 15 Lee, D.C., Sui, X., Ortega, F.B., et al. Comparisons of leisure-time physical activity and cardiorespiratory fitness as predictors of all-cause mortality in men and women. Br J Sports Med 45:6 (2011), 504–510.
16. 16 Lavie, C.J., Arena, R., Swift, D.L., et al. Exercise and the cardiovascular system clinical science and cardiovascular outcomes. Circ Res 117:2 (2015), 207–219.
17. 17 Peacock, O.J., Western, M.J., Batterham, A.M., et al. Multidimensional individualised Physical ACTivity (Mi-PACT)—a technology-enabled intervention to promote physical activity in primary care: study protocol for a randomised controlled trial. Trials, 16, 2015, 381.
18. 18 Thompson, D., Peacock, O., Western, M., Batterham, A.M., Multidimensional physical activity: an opportunity, not a problem. Exerc Sport Sci Rev 43:2 (2015), 67–74.
19. 19 Aspenes, S.T., Nilsen, T.I., Skaug, E.A., et al. Peak oxygen uptake and cardiovascular risk factors in 4631 healthy women and men. Med Sci Sports Exerc 43:8 (2011), 1465–1473.
20. 20 Krokstad, S., Langhammer, A., Hveem, K., et al. Cohort profile: the HUNT study, Norway. Int J Epidemiol 42:4 (2013), 968–977.
21. 21 Nes, B.M., Janszky, I., Vatten, L.J., Nilsen, T.I., Aspenes, S.T., Wisloff, U., Estimating V.O 2 peak from a nonexercise prediction model: the HUNT Study, Norway. Med Sci Sports Exerc 43:11 (2011), 2024–2030.
22. 22 Nes, B.M., Vatten, L.J., Nauman, J., Janszky, I., Wisloff, U., A simple nonexercise model of cardiorespiratory fitness predicts long-term mortality. Med Sci Sports Exerc 46:6 (2014), 1159–1165.
23. 23 Nes, B.M., Janszky, I., Aspenes, S.T., Bertheussen, G.F., Vatten, L.J., Wisloff, U., Exercise patterns and peak oxygen uptake in a healthy population: the HUNT study. Med Sci Sports Exerc 44:10 (2012), 1881–1889.
24. 24 Swain, D.P., Franklin, B.A., VO(2) reserve and the minimal intensity for improving cardiorespiratory fitness. Med Sci Sports Exerc 34:1 (2002), 152–157.
25. 25 Loe, H., Rognmo, O., Saltin, B., Wisloff, U., Aerobic capacity reference data in 3816 healthy men and women 20-90 years. PLoS One, 8(5), 2013, e64319.
26. 26 Nes, B.M., Janszky, I., Wisloff, U., Stoylen, A., Karlsen, T., Age-predicted maximal heart rate in healthy subjects: The HUNT fitness study. Scand J Med Sci Sports 23:6 (2013), 697–704.
27. 27 Kitahara, C.M., Flint, A.J., Berrington de Gonzalez, A., et al. Association between class III obesity (BMI of 40-59 kg/m2) and mortality: a pooled analysis of 20 prospective studies. PLoS Med, 11(7), 2014, e1001673.
28. 28 Gebel, K., Ding, D., Chey, T., Stamatakis, E., Brown, W.J., Bauman, A.E., Effect of moderate to vigorous physical activity on all-cause mortality in middle-aged and older Australians. JAMA Intern Med 175:6 (2015), 970–977.
29. 29 Lollgen, H., Bockenhoff, A., Knapp, G., Physical activity and all-cause mortality: an updated meta-analysis with different intensity categories. Int J Sports Med 30:3 (2009), 213–224.
30. 30 Tjonna, A.E., Lund Nilsen, T.I., Slordahl, S.A., Vatten, L., Wisloff, U., The association of metabolic clustering and physical activity with cardiovascular mortality: the HUNT study in Norway. J Epidemiol Community Health 64:8 (2010), 690–695.
31. 31 Centers for Disease Control and Prevention. Overcoming barriers to physical activity. 2011. Available at: http://www.cdc.gov/physicalactivity/basics/adding-pa/barriers.html. Accessed November 4, 2016.
32. 32 Sallis, J.F., Hovell, M.F., Determinants of exercise behavior. Exerc Sport Sci Rev 18 (1990), 307–330.