메뉴 건너뛰기




Volumn 10, Issue 1, 2011, Pages

Application of ordinal logistic regression analysis in determining risk factors of child malnutrition in Bangladesh

Author keywords

Anthropometric index; Binary logistic regression model; Child malnutrition; Ordinal logistic regression model; Partial proportional odds model; Proportional odds model

Indexed keywords

ANTHROPOMETRY; ARTICLE; BINARY LOGISTIC REGRESSION ANALYSIS; CHILD FEEDING INDEX; CHILD MALNUTRITION; CHILDBIRTH; CHILDHOOD DISEASE; DIARRHEA; DISEASE SEVERITY; FAMILY PLANNING; HEALTH SURVEY; HUMAN; LOGISTIC REGRESSION ANALYSIS; MALNUTRITION; MATHEMATICAL MODEL; NUTRITIONAL STATUS; PARTIAL PROPORTIONAL ODDS MODEL; PREDICTION; RISK FACTOR;

EID: 85027930254     PISSN: None     EISSN: 14752891     Source Type: Journal    
DOI: 10.1186/1475-2891-10-12422082256     Document Type: Article
Times cited : (116)

References (47)
  • 1
    • 0033793386 scopus 로고    scopus 로고
    • Is malnutrition declining? An analysis of changes in levels of child malnutrition since 1980
    • de Onis M, Frongillo EA, Blossner M: Is malnutrition declining? An analysis of changes in levels of child malnutrition since 1980. Bull Pan Am Health Organ 2000, 78:1222-1233.
    • (2000) Bull Pan Am Health Organ , vol.78 , pp. 1222-1233
    • De Onis, M.1    Frongillo, E.A.2    Blossner, M.3
  • 2
    • 0003907631 scopus 로고    scopus 로고
    • Nutrition throughout the life cycle
    • ACC/SCN: ACC/SCN in collaboration with IFPRI, Geneva, Switzerland
    • ACC/SCN: Nutrition throughout the life cycle. Fourth report on the world nutrition situation ACC/SCN in collaboration with IFPRI, Geneva, Switzerland; 2000.
    • (2000) Fourth Report on the World Nutrition Situation
  • 4
    • 46649083467 scopus 로고    scopus 로고
    • National Institute of Population Research and Training (NIPORT, Bangladesh), Mitra and Associates, ORC Macro: Dhaka, Bangladesh, and Calverton, Maryland USA
    • National Institute of Population Research and Training (NIPORT, Bangladesh), Mitra and Associates, ORC Macro: Bangladesh Demographic and Health Survey 2007 Dhaka, Bangladesh, and Calverton, Maryland USA; 2009.
    • (2009) Bangladesh Demographic and Health Survey 2007
  • 5
    • 0003588157 scopus 로고
    • World Health Organization: WHO technical report series 854, World Health Organization, Geneva, Switzerland
    • World Health Organization: Physical status: The use and interpretation of anthropometry WHO technical report series 854, World Health Organization, Geneva, Switzerland; 1995.
    • (1995) Physical Status: The Use and Interpretation of Anthropometry
  • 7
    • 0042264374 scopus 로고    scopus 로고
    • Determinants of nutritional status of young children in India: Analysis of 1992-93 NFHS data
    • Rajaretnam T, Hallad JS: Determinants of nutritional status of young children in India: Analysis of 1992-93 NFHS data. Demography India 2000, 29(2):179-200.
    • (2000) Demography India , vol.29 , Issue.2 , pp. 179-200
    • Rajaretnam, T.1    Hallad, J.S.2
  • 8
    • 33845811474 scopus 로고    scopus 로고
    • Factors causing malnutrition among under five children in Bangladesh
    • Rayhan MI, Khan MSH: Factors causing malnutrition among under five children in Bangladesh. Pakistan Journal of Nutrition 2006, 5(6):558-562.
    • (2006) Pakistan Journal of Nutrition , vol.5 , Issue.6 , pp. 558-562
    • Rayhan, M.I.1    Khan, M.S.H.2
  • 9
    • 56549100900 scopus 로고    scopus 로고
    • Levels and determinants of child undernutrition in Bangladesh
    • Das S, Hossain MZ: Levels and determinants of child undernutrition in Bangladesh. Pakistan Journal of Statistics 2008, 24(4):301-323.
    • (2008) Pakistan Journal of Statistics , vol.24 , Issue.4 , pp. 301-323
    • Das, S.1    Hossain, M.Z.2
  • 11
    • 0033151747 scopus 로고    scopus 로고
    • Determinants of child malnutrition - An intervention model for Botswana
    • DOI 10.1016/S0271-5317(99)00045-7, PII S0271531799000457
    • Tharakan CT, Suchindran CM: Determinants of child malnutrition: an intervention model for Botswana. Nutr Res 1999, 19(6):843-860. (Pubitemid 29283907)
    • (1999) Nutrition Research , vol.19 , Issue.6 , pp. 843-860
    • Tharakan, C.T.1    Suchindran, C.M.2
  • 12
    • 0024586199 scopus 로고
    • Ordinal regression models for epidemiologic data
    • Armstrong BG, Sloan M: Ordinal regression models for epidemiologic data. Am J Epidemiol 1989, 129:191-204. (Pubitemid 19030712)
    • (1989) American Journal of Epidemiology , vol.129 , Issue.1 , pp. 191-204
    • Armstrong, B.G.1    Sloan, M.2
  • 13
    • 2642619414 scopus 로고    scopus 로고
    • Development of a clinical prediction model for an ordinal outcome: The World Health Organization Multicentre Study of Clinical Signs and Etiological Agents of Pneumonia, Sepsis and Meningitis in Young Infants
    • DOI 10.1002/(SICI)1097-0258(19980430)17:8<909::AID-SIM753>3.0.CO;2- O
    • Harrell FE Jr, Margolis PA, Gove S, Mason KE, Mulholland EK, Lehmann D, et al: Tutorial in biostatistics: Development of a clinical prediction model for an ordinal outcome: The World Health Organization ARI Multicentre Study of clinical signs and etiological agents of pneumonia, sepsis, and meningitis in young infants. Stat Med 1998, 17:909-944. (Pubitemid 28185168)
    • (1998) Statistics in Medicine , vol.17 , Issue.8 , pp. 909-944
    • Harrell Jr., F.E.1    Margolis, P.A.2    Gove, S.3    Mason, K.E.4    Mulholland, E.K.5    Lehmann, D.6    Muhe, L.7    Gatchalian, S.8    Eichenwald, H.F.9
  • 14
    • 77956805064 scopus 로고    scopus 로고
    • Ordinal logistic regression model: An application to pregnancy outcomes
    • Adeleke KA, Adepoju AA: Ordinal logistic regression model: An application to pregnancy outcomes. J Math & Stat 2010, 6(3):279-285.
    • (2010) J Math & Stat , vol.6 , Issue.3 , pp. 279-285
    • Adeleke, K.A.1    Adepoju, A.A.2
  • 16
    • 0242268968 scopus 로고    scopus 로고
    • Effects of early childhood supplementation on the educational achievement of women
    • Haojie Li M, Huiman XB, Aryeh DS, Reynaldo M: Effects of early childhood supplementation on the educational achievement of women. Pediatrics 2003, 112(5):1156-1162.
    • (2003) Pediatrics , vol.112 , Issue.5 , pp. 1156-1162
    • Haojie Li, M.1    Huiman, X.B.2    Aryeh, D.S.3    Reynaldo, M.4
  • 18
    • 0001306637 scopus 로고
    • Regression models for ordinal data
    • McCullagh P: Regression models for ordinal data. J R Stat Soc B 1980, 42:109-142.
    • (1980) J R Stat Soc B , vol.42 , pp. 109-142
    • McCullagh, P.1
  • 19
    • 0003143574 scopus 로고
    • Regression and ordered categorical variables
    • Anderson JA: Regression and ordered categorical variables. J R Stat Soc B 1984, 46:1-30.
    • (1984) J R Stat Soc B , vol.46 , pp. 1-30
    • Anderson, J.A.1
  • 20
    • 0024636966 scopus 로고
    • Tutorial on modeling ordered categorical response data
    • Agresti A: Tutorial on modeling ordered categorical response data. Psych Bull 1989, 105:290-301.
    • (1989) Psych Bull , vol.105 , pp. 290-301
    • Agresti, A.1
  • 21
    • 0028129341 scopus 로고
    • Alternative models for ordinal logistic regression
    • Greenland S: Alternative models for ordinal logistic regression. Stat Med 1994, 13:1665-1677.
    • (1994) Stat Med , vol.13 , pp. 1665-1677
    • Greenland, S.1
  • 22
    • 0029021856 scopus 로고
    • Location-scale cumulative odds models for ordinal data: A generalized non-linear model approach
    • Cox C: Location-scale cumulative odds models for ordinal data: A generalized non-linear model approach. Stat Med 1995, 14:1191-1203.
    • (1995) Stat Med , vol.14 , pp. 1191-1203
    • Cox, C.1
  • 23
    • 0023850315 scopus 로고    scopus 로고
    • Multinomial regression models based upon continuation ratios
    • Cox C: Multinomial regression models based upon continuation ratios. Stat Med 1997, 16:435-441.
    • (1997) Stat Med , vol.16 , pp. 435-441
    • Cox, C.1
  • 24
    • 0031050796 scopus 로고    scopus 로고
    • Statistical assessment of ordinal outcomes in comparative studies
    • DOI 10.1016/S0895-4356(96)00312-5, PII S0895435696003125
    • Scott SC, Goldberg MS, Mayo NE: Statistical assessment of ordinal outcomes in comparative studies. J Clin Epidemiol 1997, 50:45-55. (Pubitemid 27089206)
    • (1997) Journal of Clinical Epidemiology , vol.50 , Issue.1 , pp. 45-55
    • Scott, S.C.1    Goldberg, M.S.2    Mayo, N.E.3
  • 26
    • 0025687852 scopus 로고
    • Assessing proportionality in the proportional odds model for ordinal logistic regression
    • Brant R: Assessing proportionality in the proportional odds model for ordinal logistic regression. Biometrics 1990, 46:1171-8.
    • (1990) Biometrics , vol.46 , pp. 1171-1178
    • Brant, R.1
  • 27
    • 0027102958 scopus 로고
    • Cumulative logit modeling for ordinal response variables: Application in biochemical research
    • Lee J: Cumulative logit modeling for ordinal response variables: Application in biochemical research. Compt Appl Biosci 1992, 8:555-562.
    • (1992) Compt Appl Biosci , vol.8 , pp. 555-562
    • Lee, J.1
  • 28
    • 0031463463 scopus 로고    scopus 로고
    • Regression models for ordinal responses: A review of methods and applications
    • DOI 10.1093/ije/26.6.1323
    • Ananth CV, Kleinbaum DG: Regression models for ordinal responses: A review of methods and applications. Int J Epidemiol 1997, 26:1323-33. (Pubitemid 28010451)
    • (1997) International Journal of Epidemiology , vol.26 , Issue.6 , pp. 1323-1333
    • Ananth, C.V.1    Kleinbaum, D.G.2
  • 30
    • 0008596884 scopus 로고    scopus 로고
    • Special restrictions in multinomial logistic regression
    • Hendrickx J: Special restrictions in multinomial logistic regression. Stata Technical Bulletin 2000, 56:18-26.
    • (2000) Stata Technical Bulletin , vol.56 , pp. 18-26
    • Hendrickx, J.1
  • 31
    • 0035153511 scopus 로고    scopus 로고
    • Design and analysis of trials with quality of life as an outcome: A practical guide
    • DOI 10.1081/BIP-100107655
    • Walters SJ, Campbell MJ, Lall R: Design and analysis of trials with quality of life as an outcome: A practical guide. J Biopharm Stat 2001, 11:155-76. (Pubitemid 33062686)
    • (2001) Journal of Biopharmaceutical Statistics , vol.11 , Issue.3 , pp. 155-176
    • Walters, S.J.1    Campbell, M.J.2    Lall, R.3
  • 32
    • 0036186772 scopus 로고    scopus 로고
    • A review of ordinal regression models applied on health-related quality of life assessments
    • DOI 10.1191/0962280202sm271ra
    • Lall R, Campbell MJ, Walters SJ, Morgan K: A review of ordinal regression models applied on health-related quality of life assessments. Stat Methods Med Res 2002, 11:49-67. (Pubitemid 34201831)
    • (2002) Statistical Methods in Medical Research , vol.11 , Issue.1 , pp. 49-67
    • Lall, R.1    Campbell, M.J.2    Walters, S.J.3    Morgan, K.4
  • 35
    • 67649566379 scopus 로고    scopus 로고
    • Goodness of fit of cumulative logit models for ordinal response categories and nominal explanatory variables with two-factor interaction
    • Pongsapukdee V, Sukgumphaphan S: Goodness of fit of cumulative logit models for ordinal response categories and nominal explanatory variables with two-factor interaction. Silpakorn U Science & Tech J 2007, 1(2):29-38.
    • (2007) Silpakorn U Science & Tech J , vol.1 , Issue.2 , pp. 29-38
    • Pongsapukdee, V.1    Sukgumphaphan, S.2
  • 36
    • 0001395585 scopus 로고
    • Partial proportional odds models for ordinal response variables
    • Peterson B, Harrell FE Jr: Partial proportional odds models for ordinal response variables. Appl Stat 1990, 39:205-217.
    • (1990) Appl Stat , vol.39 , pp. 205-217
    • Peterson, B.1    Harrell Jr., F.E.2
  • 37
    • 0032188751 scopus 로고    scopus 로고
    • Using binary logistic regression models for ordinal data with non-proportional odds
    • DOI 10.1016/S0895-4356(98)00066-3, PII S0895435698000663
    • Bender R, Grouven U: Using binary logistic regression models for ordinal data with non-proportional odds. J Clin Epidemiol 1998, 51(10):809-816. (Pubitemid 28470122)
    • (1998) Journal of Clinical Epidemiology , vol.51 , Issue.10 , pp. 809-816
    • Bender, R.1    Grouven, U.2
  • 38
    • 28344448342 scopus 로고    scopus 로고
    • National Institute of Population Research and Training (NIPORT, Bangladesh), Mitra and Associates, and ORC Macro: Dhaka, Bangladesh, and Calverton, Maryland USA
    • National Institute of Population Research and Training (NIPORT, Bangladesh), Mitra and Associates, and ORC Macro: Bangladesh Demographic and Health Survey 2004 Dhaka, Bangladesh, and Calverton, Maryland USA; 2005.
    • (2005) Bangladesh Demographic and Health Survey 2004
  • 39
    • 0028665894 scopus 로고
    • Socio-economic and anthropometric status and mortality of young children in rural Bangladesh
    • Bairagi R, Chowdhury MK: Socio-economic and anthropometric status and mortality of young children in rural Bangladesh. Int J Epid 1994, 23:1197-1281.
    • (1994) Int J Epid , vol.23 , pp. 1197-1281
    • Bairagi, R.1    Chowdhury, M.K.2
  • 40
    • 0002468845 scopus 로고
    • The effect of antenatal and natal services on pregnancy outcome and heath of the mother and child
    • Ramachandran L: The effect of antenatal and natal services on pregnancy outcome and heath of the mother and child. The Journal of Family Welfare 1989, 35(5):34-46.
    • (1989) The Journal of Family Welfare , vol.35 , Issue.5 , pp. 34-46
    • Ramachandran, L.1
  • 41
    • 15444348053 scopus 로고    scopus 로고
    • Socioeconomic and demographic factors are associated with worldwide patterns of stunting and wasting of children
    • Frongillo EA Jr, de Onis M, Hanson KMP: Socioeconomic and demographic factors are associated with worldwide patterns of stunting and wasting of children. J Nutr 1997, 127:2302-9.
    • (1997) J Nutr , vol.127 , pp. 2302-2309
    • Frongillo Jr., E.A.1    De Onis, M.2    Hanson, K.M.P.3
  • 42
    • 33746691911 scopus 로고    scopus 로고
    • Influence of infant-feeding practices on nutritional status of under-five children
    • Dinesh K, Goel NK, Mittal P, Misra P: Influence of infant feeding practices on nutritional status of under-five children. Ind J Pediatrics 2006, 73(5):417-421. (Pubitemid 44319484)
    • (2006) Indian Journal of Pediatrics , vol.73 , Issue.5 , pp. 417-421
    • Kumar, D.1    Goel, N.K.2    Mittal, P.C.3    Misra, P.4
  • 43
    • 0036274991 scopus 로고    scopus 로고
    • Child feeding practices are associated with child nutritional status in Latin America: Innovative uses of the Demographic and Health Surveys
    • Ruel MT, Menon P: Child feeding practices are associated with child nutritional status in Latin America: Innovative uses of the Demographic and Health Surveys. J Nutr 2002, 132:1180-1187. (Pubitemid 34606449)
    • (2002) Journal of Nutrition , vol.132 , Issue.6 , pp. 1180-1187
    • Ruel, M.T.1    Menon, P.2
  • 44
    • 84872170445 scopus 로고
    • Goodness-of-fit tests for the multiple logistic regression model
    • Hosmer DW, Lemeshow S: Goodness-of-fit tests for the multiple logistic regression model. Comm Stat A 1980, 9:1043-1069.
    • (1980) Comm Stat A , vol.9 , pp. 1043-1069
    • Hosmer, D.W.1    Lemeshow, S.2
  • 45
    • 0031006441 scopus 로고    scopus 로고
    • A comparison of goodness-of-fit tests for the logistic regression model
    • DOI 10.1002/(SICI)1097-0258(19970515)16:9<965::AID-SIM509>3.0.CO;2- O
    • Hosmer DW, Hosmer T, le Cessie S, Lemeshow S: A comparison of goodness-of-fit tests for the logistic regression modle. Stat Med 1997, 16:965-980. (Pubitemid 27198985)
    • (1997) Statistics in Medicine , vol.16 , Issue.9 , pp. 965-980
    • Hosmer, D.W.1    Hosmer, T.2    Le, C.S.3    Lemeshow, S.4
  • 47
    • 33646521094 scopus 로고    scopus 로고
    • Generalized ordered logit/partial proportional odds models for ordinal dependent variables
    • Williams R: Generalized ordered logit/partial proportional odds models for ordinal dependent variables. The Stata Journal 2006, 6(1):58-82.
    • (2006) The Stata Journal , vol.6 , Issue.1 , pp. 58-82
    • Williams, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.