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A prediction model ...
A prediction model for childhood obesity in New Zealand
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- Butler, Eadaoin M. (författare)
- A Better Start Natl Sci Challenge, Auckland, New Zealand.;Univ Auckland, Liggins Inst, Auckland, New Zealand.
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- Pillai, Avinesh (författare)
- Univ Auckland, Ctr Longitudinal Res, Growing Up New Zealand, Auckland, New Zealand.
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- Morton, Susan M. B. (författare)
- A Better Start Natl Sci Challenge, Auckland, New Zealand.;Univ Auckland, Ctr Longitudinal Res, Growing Up New Zealand, Auckland, New Zealand.
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- Seers, Blake M. (författare)
- Univ Auckland, Dept Stat, Auckland, New Zealand.
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- Walker, Caroline G. (författare)
- Univ Auckland, Ctr Longitudinal Res, Growing Up New Zealand, Auckland, New Zealand.
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- Ly, Kien (författare)
- Univ Auckland, Ctr Longitudinal Res, Growing Up New Zealand, Auckland, New Zealand.
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- Tautolo, El-Shadan (författare)
- A Better Start Natl Sci Challenge, Auckland, New Zealand.;Auckland Univ Technol, Dept Publ Hlth & Psychosocial Studies, Auckland, New Zealand.
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- Glover, Marewa (författare)
- A Better Start Natl Sci Challenge, Auckland, New Zealand.;Massey Univ, Coll Hlth, Sch Publ Hlth, Auckland, New Zealand.;Ctr Res Excellence Indigenous Sovereignty & Smoki, Auckland, New Zealand.
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- Taylor, Rachael W. (författare)
- A Better Start Natl Sci Challenge, Auckland, New Zealand.;Univ Otago, Dept Med, Dunedin, New Zealand.
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- Cutfield, Wayne S. (författare)
- A Better Start Natl Sci Challenge, Auckland, New Zealand.;Univ Auckland, Liggins Inst, Auckland, New Zealand.
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- Derraik, José G. B. (författare)
- Uppsala universitet,Perinatal, neonatal och barnkardiologisk forskning,A Better Start Natl Sci Challenge, Auckland, New Zealand.;Univ Auckland, Liggins Inst, Auckland, New Zealand.;Zhejiang Univ, Childrens Hosp, Dept Endocrinol, Sch Med, Hangzhou, Peoples R China.
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A Better Start Natl Sci Challenge, Auckland, New Zealand;Univ Auckland, Liggins Inst, Auckland, New Zealand. Univ Auckland, Ctr Longitudinal Res, Growing Up New Zealand, Auckland, New Zealand. (creator_code:org_t)
- 2021-03-18
- 2021
- Engelska.
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Ingår i: Scientific Reports. - : Springer Nature. - 2045-2322. ; 11
- Relaterad länk:
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https://doi.org/10.1...
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https://uu.diva-port... (primary) (Raw object)
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https://www.nature.c...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Several early childhood obesity prediction models have been developed, but none for New Zealand's diverse population. We aimed to develop and validate a model for predicting obesity in 4-5-year-old New Zealand children, using parental and infant data from the Growing Up in New Zealand (GUiNZ) cohort. Obesity was defined as body mass index (BMI) for age and sex >= 95th percentile. Data on GUiNZ children were used for derivation (n=1731) and internal validation (n=713). External validation was performed using data from the Prevention of Overweight in Infancy Study (POI, n=383) and Pacific Islands Families Study (PIF, n=135) cohorts. The final model included: birth weight, maternal smoking during pregnancy, maternal pre-pregnancy BMI, paternal BMI, and infant weight gain. Discrimination accuracy was adequate [AUROC=0.74 (0.71-0.77)], remained so when validated internally [AUROC=0.73 (0.68-0.78)] and externally on PIF [AUROC=0.74 [0.66-0.82)] and POI [AUROC=0.80 (0.71-0.90)]. Positive predictive values were variable but low across the risk threshold range (GUiNZ derivation 19-54%; GUiNZ validation 19-48%; and POI 8-24%), although more consistent in the PIF cohort (52-61%), all indicating high rates of false positives. Although this early childhood obesity prediction model could inform early obesity prevention, high rates of false positives might create unwarranted anxiety for families.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Pediatrik (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Pediatrics (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Public Health, Global Health, Social Medicine and Epidemiology (hsv//eng)
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Till lärosätets databas
- Av författaren/redakt...
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Butler, Eadaoin ...
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Pillai, Avinesh
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Morton, Susan M. ...
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Seers, Blake M.
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Walker, Caroline ...
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Ly, Kien
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visa fler...
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Tautolo, El-Shad ...
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Glover, Marewa
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Taylor, Rachael ...
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Cutfield, Wayne ...
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Derraik, José G. ...
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visa färre...
- Om ämnet
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- MEDICIN OCH HÄLSOVETENSKAP
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MEDICIN OCH HÄLS ...
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och Klinisk medicin
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och Pediatrik
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- MEDICIN OCH HÄLSOVETENSKAP
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MEDICIN OCH HÄLS ...
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och Hälsovetenskap
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och Folkhälsovetensk ...
- Artiklar i publikationen
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Scientific Repor ...
- Av lärosätet
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Uppsala universitet