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Volumn 27, Issue 8, 2015, Pages 1443-1461

Long-Term BMI Trajectories and Health in Older Adults: Hierarchical Clustering of Functional Curves

Author keywords

BMI trajectories; BMI trajectory clusters; functional data analysis; health; older adults

Indexed keywords

AGED; BODY MASS; CLUSTER ANALYSIS; COHORT ANALYSIS; DAILY LIFE ACTIVITY; FEMALE; HEALTH STATUS; HEALTH SURVEY; HUMAN; MALE; MIDDLE AGED;

EID: 84946104508     PISSN: 08982643     EISSN: 15526887     Source Type: Journal    
DOI: 10.1177/0898264315584329     Document Type: Article
Times cited : (23)

References (54)
  • 3
    • 77954346682 scopus 로고    scopus 로고
    • Weight change in later life and risk of death amongst the elderly: The European Prospective Investigation into Cancer and Nutrition-Elderly Network on Ageing and Health study
    • Bamia C., Halkjaer J., Lagiou P., Trichopoulos D., Tjonneland A., Berentzen T., (2010). Weight change in later life and risk of death amongst the elderly: The European Prospective Investigation into Cancer and Nutrition-Elderly Network on Ageing and Health study. Journal of Internal Medicine, 268, 133-144. doi: 10.1111/j.1365-2796.2010.02219.x
    • (2010) Journal of Internal Medicine , vol.268 , pp. 133-144
    • Bamia, C.1    Halkjaer, J.2    Lagiou, P.3    Trichopoulos, D.4    Tjonneland, A.5    Berentzen, T.6
  • 4
    • 79953098787 scopus 로고    scopus 로고
    • Social stratification of body weight trajectory in middle-age and older Americans: Results from a 14-year longitudinal study
    • Botoseneanu A., Liang J., (2011). Social stratification of body weight trajectory in middle-age and older Americans: Results from a 14-year longitudinal study. Journal of Aging and Health, 23, 454-480. doi: 10.1177/0898264310385930
    • (2011) Journal of Aging and Health , vol.23 , pp. 454-480
    • Botoseneanu, A.1    Liang, J.2
  • 5
    • 84873630196 scopus 로고    scopus 로고
    • Latent heterogeneity in long-term trajectories of body mass index in older adults
    • Botoseneanu A., Liang J., (2013). Latent heterogeneity in long-term trajectories of body mass index in older adults. Journal of Aging and Health, 25, 342-363. doi: 10.1177/0898264312468593
    • (2013) Journal of Aging and Health , vol.25 , pp. 342-363
    • Botoseneanu, A.1    Liang, J.2
  • 7
    • 34250682264 scopus 로고    scopus 로고
    • A comparison of direct vs. Self-report measures for assessing height, weight, and body mass index: A systematic review
    • Gorber S. C., Tremblay M., Moher D., Gorber B., (2007). A comparison of direct vs. self-report measures for assessing height, weight, and body mass index: A systematic review. Obesity Reviews, 8, 307-326. doi: 10.1111/j.1467-789X.2007.00347.x
    • (2007) Obesity Reviews , vol.8 , pp. 307-326
    • Gorber, S.C.1    Tremblay, M.2    Moher, D.3    Gorber, B.4
  • 8
    • 84871674617 scopus 로고    scopus 로고
    • Functional clustering of water quality data in Scotland
    • Haggarty R. A., Miller C. A., Scott E. M., Wyllie F., Smith M., (2012). Functional clustering of water quality data in Scotland. Environmetrics, 23, 685-695. doi: 10.1002/env.2185
    • (2012) Environmetrics , vol.23 , pp. 685-695
    • Haggarty, R.A.1    Miller, C.A.2    Scott, E.M.3    Wyllie, F.4    Smith, M.5
  • 9
    • 33747153005 scopus 로고    scopus 로고
    • Properties of principal component methods for functional and longitudinal data analysis
    • Hall P., Müller H.-G., Wang J.-L., (2006). Properties of principal component methods for functional and longitudinal data analysis. The Annals of Statistics, 34, 1493-1517. doi: 10.2307/25463465
    • (2006) The Annals of Statistics , vol.34 , pp. 1493-1517
    • Hall, P.1    Müller, H.-G.2    Wang, J.-L.3
  • 10
    • 31344479581 scopus 로고    scopus 로고
    • Exploring between site differences in water quality trends: A functional data analysis approach
    • Henderson B., (2006). Exploring between site differences in water quality trends: A functional data analysis approach. Environmetrics, 17, 65-80. doi: 10.1002/env.750
    • (2006) Environmetrics , vol.17 , pp. 65-80
    • Henderson, B.1
  • 13
    • 50949123721 scopus 로고    scopus 로고
    • Bethesda, MD: National Institute on Aging, National Institute of Health, U.S. Department of Health and Human Services
    • Hodes R. J., Suzman R., (2007). Growing older in America: The health and retirement study. Bethesda, MD: National Institute on Aging, National Institute of Health, U.S. Department of Health and Human Services.
    • (2007) Growing Older in America: The Health and Retirement Study
    • Hodes, R.J.1    Suzman, R.2
  • 14
    • 58149191584 scopus 로고    scopus 로고
    • Functional clustering of time series: An insight into length scales in subglacial water flow
    • W11420. doi: 10.1029/2007wr006612
    • Huzurbazar S., Humphrey N. F., (2008). Functional clustering of time series: An insight into length scales in subglacial water flow. Water Resources Research, 44 (11), W11420. doi: 10.1029/2007wr006612
    • (2008) Water Resources Research , vol.44 , Issue.11
    • Huzurbazar, S.1    Humphrey, N.F.2
  • 16
    • 33750994312 scopus 로고    scopus 로고
    • Person-centered and variable-centered approaches to longitudinal data
    • Laursen B., Hoff E., (2006). Person-centered and variable-centered approaches to longitudinal data. Merrill-Palmer Quarterly, 52, 377-389.
    • (2006) Merrill-Palmer Quarterly , vol.52 , pp. 377-389
    • Laursen, B.1    Hoff, E.2
  • 17
    • 79951591201 scopus 로고    scopus 로고
    • Mortality risk in older men associated with changes in weight, lean mass, and fat mass
    • Osteoporotic Fractures Men Study Group. doi: 10.1111/j.1532-5415.2010.03245.x
    • Lee C. G., Boyko E. J., Nielson C. M., Stefanick M. L., Bauer D. C., Hoffman A.,. Osteoporotic Fractures Men Study Group. (2011). Mortality risk in older men associated with changes in weight, lean mass, and fat mass. Journal of the American Geriatrics Society, 59, 233-240. doi: 10.1111/j.1532-5415.2010.03245.x
    • (2011) Journal of the American Geriatrics Society , vol.59 , pp. 233-240
    • Lee, C.G.1    Boyko, E.J.2    Nielson, C.M.3    Stefanick, M.L.4    Bauer, D.C.5    Hoffman, A.6
  • 19
    • 34247352459 scopus 로고    scopus 로고
    • Developmental trajectories of overweight during childhood: Role of early life factors
    • Li C., Goran M. I., Kaur H., Nollen N., Ahluwalia J. S., (2007). Developmental trajectories of overweight during childhood: Role of early life factors. Obesity, 15, 760-771.
    • (2007) Obesity , vol.15 , pp. 760-771
    • Li, C.1    Goran, M.I.2    Kaur, H.3    Nollen, N.4    Ahluwalia, J.S.5
  • 20
    • 84901791646 scopus 로고    scopus 로고
    • Selecting the number of principal components in functional data
    • Li Y., Wang N., Carroll R. J., (2013). Selecting the number of principal components in functional data. Journal of the American Statistical Association, 108, 1284-1294. doi: 10.1080/01621459.2013.788980
    • (2013) Journal of the American Statistical Association , vol.108 , pp. 1284-1294
    • Li, Y.1    Wang, N.2    Carroll, R.J.3
  • 21
    • 84946146600 scopus 로고    scopus 로고
    • MathWorks. Retrieved from
    • MathWorks. (2013). Hierarchical clustering (R2013a documentation). Retrieved from http://www.mathworks.com/help/stats/hierarchical-clustering.html
    • (2013) Hierarchical Clustering (R2013a Documentation)
  • 22
    • 74049121897 scopus 로고    scopus 로고
    • Mortality attributable to obesity among middle-aged adults in the United States
    • Mehta N. K., Chang V. W., (2009). Mortality attributable to obesity among middle-aged adults in the United States. Demography, 46, 851-872.
    • (2009) Demography , vol.46 , pp. 851-872
    • Mehta, N.K.1    Chang, V.W.2
  • 23
    • 77950105643 scopus 로고    scopus 로고
    • Obesity and excess mortality among the elderly in the United States and Mexico
    • Monteverde M., Noronha K., Palloni A., Novak B., (2010). Obesity and excess mortality among the elderly in the United States and Mexico. Demography, 47 (1), 79-96.
    • (2010) Demography , vol.47 , Issue.1 , pp. 79-96
    • Monteverde, M.1    Noronha, K.2    Palloni, A.3    Novak, B.4
  • 24
    • 19744371683 scopus 로고    scopus 로고
    • Functional modelling and classification of longitudinal data
    • Müller H.-G., (2005). Functional modelling and classification of longitudinal data. Scandinavian Journal of Statistics, 32, 223-240.
    • (2005) Scandinavian Journal of Statistics , vol.32 , pp. 223-240
    • Müller, H.-G.1
  • 27
    • 0013297364 scopus 로고    scopus 로고
    • Beyond SEM: General latent variable modeling
    • Muthén B. O., (2002). Beyond SEM: General latent variable modeling. Behaviormetrika, 29, 81-117.
    • (2002) Behaviormetrika , vol.29 , pp. 81-117
    • Muthén, B.O.1
  • 28
    • 0033917955 scopus 로고    scopus 로고
    • Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes
    • Muthén B. O., Muthén L. K., (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism: Clinical & Experimental Research, 24, 882-891.
    • (2000) Alcoholism: Clinical & Experimental Research , vol.24 , pp. 882-891
    • Muthén, B.O.1    Muthén, L.K.2
  • 29
    • 74549189971 scopus 로고    scopus 로고
    • Weight change, initial BMI, and mortality among middle- and older-aged adults
    • Myrskylä M., Chang V. W., (2009). Weight change, initial BMI, and mortality among middle- and older-aged adults. Epidemiology, 20, 840-848. doi: 10.1097/EDE.0b013e3181b5f520
    • (2009) Epidemiology , vol.20 , pp. 840-848
    • Myrskylä, M.1    Chang, V.W.2
  • 31
    • 0034749950 scopus 로고    scopus 로고
    • Weight change in old age and its association with mortality
    • Cardiovascular Study Research Group. doi: 10.1046/j.1532-5415.2001.49258.x
    • Newman A. B., Yanez D., Harris T., Duxbury A., Enright P. L., Fried L. P., & Cardiovascular Study Research Group. (2001). Weight change in old age and its association with mortality. Journal of the American Geriatrics Society, 49, 1309-1318. doi: 10.1046/j.1532-5415.2001.49258.x
    • (2001) Journal of the American Geriatrics Society , vol.49 , pp. 1309-1318
    • Newman, A.B.1    Yanez, D.2    Harris, T.3    Duxbury, A.4    Enright, P.L.5    Fried, L.P.6
  • 32
  • 33
    • 77956764784 scopus 로고    scopus 로고
    • Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions
    • Peng J., Müller H.-G., (2008). Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions. The Annals of Applied Statistics, 2, 1056-1077. doi: 10.2307/30245120
    • (2008) The Annals of Applied Statistics , vol.2 , pp. 1056-1077
    • Peng, J.1    Müller, H.-G.2
  • 34
    • 84871730538 scopus 로고    scopus 로고
    • Modeling obesity histories in cohort analyses of health and mortality
    • Preston S. H., Mehta N. K., Stokes A., (2013). Modeling obesity histories in cohort analyses of health and mortality. Epidemiology, 24, 158-166.
    • (2013) Epidemiology , vol.24 , pp. 158-166
    • Preston, S.H.1    Mehta, N.K.2    Stokes, A.3
  • 37
    • 84946146182 scopus 로고    scopus 로고
    • RAND Corporation. RAND HRS Data, Version L [Data file] (2012) (Produced by the RAND Center for the Study of Aging, with funding from the National Institute on Aging and the Social Security Administration). Santa Monica, CA: Author
    • RAND Corporation. (2011,). RAND HRS Data, Version L [Data file] (Vol. 2012) (Produced by the RAND Center for the Study of Aging, with funding from the National Institute on Aging and the Social Security Administration). Santa Monica, CA: Author.
    • (2011)
  • 38
    • 71149097663 scopus 로고    scopus 로고
    • Do birth cohorts matter? Age-period-cohort analyses of the obesity epidemic in the United States
    • Reither E. N., Hauser R. M., Yang Y., (2009). Do birth cohorts matter? Age-period-cohort analyses of the obesity epidemic in the United States. Social Science & Medicine, 69, 1439-1448.
    • (2009) Social Science & Medicine , vol.69 , pp. 1439-1448
    • Reither, E.N.1    Hauser, R.M.2    Yang, Y.3
  • 39
    • 77954342679 scopus 로고    scopus 로고
    • Weight loss and mortality in the elderly: Separating cause and effect
    • Richman E. L., Stampfer M. J., (2010). Weight loss and mortality in the elderly: Separating cause and effect. Journal of Internal Medicine, 268, 103-105. doi: 10.1111/j.1365-2796.2010.02227.x
    • (2010) Journal of Internal Medicine , vol.268 , pp. 103-105
    • Richman, E.L.1    Stampfer, M.J.2
  • 40
    • 0030811990 scopus 로고    scopus 로고
    • Successful aging
    • Rowe J. W., Kahn R. L., (1997). Successful aging. The Gerontologist, 37, 433-440. doi: 10.1093/geront/37.4.433
    • (1997) The Gerontologist , vol.37 , pp. 433-440
    • Rowe, J.W.1    Kahn, R.L.2
  • 43
    • 0035873565 scopus 로고    scopus 로고
    • Changes in body mass index prior to baseline among participants who are ill or who die during the early years of follow-up
    • Stevens J., Juhaeri J., Cai J., (2001). Changes in body mass index prior to baseline among participants who are ill or who die during the early years of follow-up. American Journal of Epidemiology, 153, 946-953. doi: 10.1093/aje/153.10.946
    • (2001) American Journal of Epidemiology , vol.153 , pp. 946-953
    • Stevens, J.1    Juhaeri, J.2    Cai, J.3
  • 44
  • 47
    • 79953868815 scopus 로고    scopus 로고
    • BMI trajectories during the transition to older adulthood: Persistent, widening, or diminishing disparities by ethnicity and education?
    • Walsemann K. M., Ailshire J. A., (2011). BMI trajectories during the transition to older adulthood: Persistent, widening, or diminishing disparities by ethnicity and education? Research on Aging, 33, 286-311. doi: 10.1177/0164027511399104
    • (2011) Research on Aging , vol.33 , pp. 286-311
    • Walsemann, K.M.1    Ailshire, J.A.2
  • 48
    • 84944178665 scopus 로고
    • Hierarchical grouping to optimize an objective function
    • Ward J. H. Jr., (1963). Hierarchical grouping to optimize an objective function. Journal of the American Statistical Association, 58, 236-244. doi: 10.2307/2282967
    • (1963) Journal of the American Statistical Association , vol.58 , pp. 236-244
    • Ward, J.H.1
  • 49
    • 0032010796 scopus 로고    scopus 로고
    • Current estimates of the economic cost of obesity in the United States
    • Wolf A. M., Colditz G. A., (1998). Current estimates of the economic cost of obesity in the United States. Obesity Research, 6, 173-175.
    • (1998) Obesity Research , vol.6 , pp. 173-175
    • Wolf, A.M.1    Colditz, G.A.2
  • 50
    • 36249030001 scopus 로고    scopus 로고
    • Functional principal component analysis for longitudinal and survival data
    • Yao F., (2007). Functional principal component analysis for longitudinal and survival data. Statistica Sinica, 17, 965-983.
    • (2007) Statistica Sinica , vol.17 , pp. 965-983
    • Yao, F.1
  • 52
    • 84898971770 scopus 로고    scopus 로고
    • Body mass trajectories and mortality among older adults: A joint growth mixture-discrete-time survival analysis
    • Zajacova A., Ailshire J., (2013). Body mass trajectories and mortality among older adults: A joint growth mixture-discrete-time survival analysis. The Gerontologist, 54, 221-231. doi: 10.1093/geront/gns164
    • (2013) The Gerontologist , vol.54 , pp. 221-231
    • Zajacova, A.1    Ailshire, J.2
  • 53
    • 84857473230 scopus 로고    scopus 로고
    • Shape of the BMI-mortality association by cause of death, using generalized additive models: NHIS 1986-2002
    • Zajacova A., Burgard S. A., (2011). Shape of the BMI-mortality association by cause of death, using generalized additive models: NHIS 1986-2002. Journal of Aging and Health, 24, 191-211.
    • (2011) Journal of Aging and Health , vol.24 , pp. 191-211
    • Zajacova, A.1    Burgard, S.A.2
  • 54
    • 84890020621 scopus 로고    scopus 로고
    • Obesity and mortality risk: New findings from body mass index trajectories
    • Zheng H., Tumin D., Qian Z., (2013). Obesity and mortality risk: New findings from body mass index trajectories. American Journal of Epidemiology, 178, 1591-1599. doi: 10.1093/aje/kwt179
    • (2013) American Journal of Epidemiology , vol.178 , pp. 1591-1599
    • Zheng, H.1    Tumin, D.2    Qian, Z.3


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