Spatial modelling and mapping of teen birth rates in Taiwan in the period 1995-2010

Ying-Chih Chuang, Ting-Wu Chuang, Hsing Jasming Chao, Kuo-Chien Tseng, Kun-Yang Chuang

研究成果: 报告类型書籍

摘要

Geographical variations in teen birth rates (TBR) still persist despite controlling for contextual factors. The aim of this research was to identify spatial patterns of TBR in Taiwan and to examine spatial relationships among different contextual factors. Using townships as the unit of analysis (N=359), this research used social and demographic variables for the years 1995, 2000, 2005 and 2010 and conducted spatial modelling of TBR. Geographical maps of TBR were presented, and Local Indicator of Spatial Autocorrelations was used to identify TBR clustering. Comparisons were made between ordinary least-squares models and spatial lag models, in which township-level TBRs were regressed on other township-level contextual characteristics. Our study found that townships with a high TBR were mostly in eastern, central and some southern regions of Taiwan, while townships with a low TBR were in the vicinity of metropolitan areas. The significant spatial lag indicated that townships would have a higher expected prevalence rate if adjacent townships have had higher rates. Results also indicated that the percentage of aborigines and the percentage of college-educated people were consistently associated with TBR over the years. Interventions aimed at reducing TBR in Taiwan should consider the presence of spatial correlations and should incorporate neighbouring townships.
原文英語
13
版本2
DOIs
出版狀態已發佈 - 十一月 9 2018

出版系列

姓名Geospatial health
發行者University of Naples Federico II
ISSN(列印)1827-1987

指紋

birth rate
modeling
geographical variation
autocorrelation
metropolitan area

ASJC Scopus subject areas

  • Medicine (miscellaneous)
  • Health(social science)
  • Geography, Planning and Development
  • Health Policy

引用此文

Spatial modelling and mapping of teen birth rates in Taiwan in the period 1995-2010. / Chuang, Ying-Chih; Chuang, Ting-Wu; Jasming Chao, Hsing; Tseng, Kuo-Chien; Chuang, Kun-Yang.

2 編輯 2018. (Geospatial health).

研究成果: 报告类型書籍

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