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請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/94747
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dc.contributor.advisor張書森zh_TW
dc.contributor.advisorShu-Sen Changen
dc.contributor.author楊文愷zh_TW
dc.contributor.authorWen-Kai Yangen
dc.date.accessioned2024-08-16T17:57:45Z-
dc.date.available2024-08-17-
dc.date.copyright2024-08-16-
dc.date.issued2024-
dc.date.submitted2024-07-05-
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/94747-
dc.description.abstract研究背景:自殺是導致過早死亡的主要原因。過去的研究指出,一個國家(包括臺灣)內部不同地區之間的自殺率存在顯著差異。目前對於自殺的地理空間變異及其地理模式是否會隨時間變化的了解仍然有限。因此,本研究主要探討臺灣過去五十年自殺的地理空間模式及其模式變化的潛在因素。
研究方法:本研究從臺灣死因資料檔中獲取1971年至2022年15歲及以上人口的自殺資料,依照性別、年齡組、自殺方法分層,來計算各鄉鎮市區(共354個)的自殺人數。使用貝氏階層模型(Bayesian hierarchical models),依照性別、年齡組和自殺方法分層,來估計臺灣在六個時期(1971-1975、1978-1982、1988-1992、1998-2002、2008-2012、2018-2022)各鄉鎮市區的自殺平滑標準化死亡比(smoothed SMRs for suicide)。進一步分析在研究期間鄉村和城市的年齡標準化自殺率趨勢。最後使用2000、2010和2020年人口普查資料,來調查自殺與一系列地區層級的社會經濟特徵之間的關聯性。
研究結果:在1971至2022年間,臺灣的自殺地理空間模式保持一致,自殺率較高的地區主要集中在鄉村和山區,特別是臺灣東部地區,而主要城市的自殺率則較低或中等。然而,自1980年以後,臺灣自殺率的地理空間變異程度逐漸減少,特別是在女性之中。在各研究時期,鄉村地區的自殺率均高於城市地區,但這差距隨時間而減少,特別是在女性之中。鄉村和城市地區自殺率差距的減少主要歸因於鄉村和城市地區固體/液體中毒自殺率的顯著下降,而其他方法的自殺則沒有明顯或存在較小的城鄉差距。在2000至2020年間,自殺率與人口密度的負相關性減弱,而與家戶所得中位數的關聯性則保持穩定。
研究討論:過去五十年,台灣的自殺空間模式相對穩定,而固體/液體中毒自殺率的顯著下降減少了鄉村和城市地區自殺率的差距。然而,近年來自殺在地理和社會經濟方面仍存在顯著不平等。因此,需要持續監測自殺的地理變異趨勢,調查其潛在機制,並針對高風險地區和人群制定和實施預防策略。
zh_TW
dc.description.abstractIntroduction: Suicide is a leading cause of premature mortality. Previous studies indicated marked variations in suicide rates across different areas within a country, including Taiwan. However, it is less known whether the geographic variations in suicide and their geographic patterns would change over time. This study aimed to investigate the geographic patterning of suicide in Taiwan over the last five decades and the potential reasons underlying the changes in the patterns.
Methods: Suicide data (1971–2022) for people aged 15+ years were obtained from Taiwan’s national cause-of-death mortality data files. We calculated the number of suicides by sex, age, method, and township. We estimated smoothed standardized mortality ratios (SMRs) for suicide in each township (n=354), overall and by sex, age group, and suicide method, in six periods (1971-1975, 1978-1982, 1988-1992, 1998-2002, 2008-2012, and 2018-2022) using Bayesian hierarchical models. We also examined trends in rural and urban age-standardized rates of suicide over the study period. We investigated the association of suicide with a range of area socioeconomic characteristics using detailed census data for 2000, 2010, and 2020.
Results: In 1971-2022, the geographic patterns of suicide rates remained relatively consistent in Taiwan, with higher suicide rates concentrated in rural and mountainous areas, particularly in East Taiwan and lower or average rates in major cities. However, the degree of geographic variations in suicide rates gradually decreased after 1980, particularly in females. Suicide rates were higher in rural than urban areas across years, while the difference decreased over time, particularly in females. The decrease in rural-urban difference in suicide rates was mainly attributable to the marked reduction in the rates of suicide by solids/liquids poisoning in both rural and urban areas, while there were smaller or no rural-urban differences in suicide for other methods. In 2000-2020, the negative association of area suicide rates with population density decreased, while that for median household income remained consistent.
Discussion: There were relatively stable geographic patterns of suicide in Taiwan over the last five decades, while the marked reduction in suicide by solids/liquids poisoning contributed to a reduction in rural-urban difference in suicide. However, there were still marked geographic and socioeconomic inequalities in suicide in recent years. Continuous efforts were needed to monitor trends in geographic variations in suicide, investigate the underlying mechanisms, and develop and implement prevention strategies for high-risk areas and populations.
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dc.description.tableofcontentsTable of contents
論文口試委員會審定書 i
中文摘要 ii
Abstract iv
Table of contents vi
Tables and Figures vii
Appendix Tables and Figures ix
Chapter 1 Introduction 1
1.1 Importance of suicide issue 1
1.2 Importance of detailed spatial analyses for suicide 1
1.3 Geographic patterns of suicide in Western and Non-Western countries 2
1.4 Rural/Urban difference and geographic pattern of suicide 4
1.5 Means accessibility of suicide and geographic suicide pattern 7
1.6 Area-level Socioeconomic characteristics associated with suicide risk 8
1.7 Aim of the study 9
Chapter 2 Method 11
2.1 Data for suicide deaths and population 11
2.2 Data for area-level socioeconomic characteristics 12
2.3 Definition of geographic units and rural-urban area 13
2.4 Statistical analysis 14
Chapter 3 Results 19
3.1 Trends in suicide 19
3.2 Geographic patterns of suicide 19
3.3 Rural-urban differences 22
3.4 Associations of suicide with area socioeconomic characteristics 23
Chapter 4 Discussion 24
4.1 Main findings 24
4.2 Strengths and limitations 24
4.3 Comparison with previous studies 25
4.4 Implications 29
Tables 31
Figures 32
Appendix Tables 49
Appendix Figures 55
Reference 69
 
Tables and Figures
Tables
Table 1 Rate ratios (95% Credible Intervals) of suicide (aged 15+) associated with one standard deviation increase in levels of each of the area socioeconomic characteristics during 2000, 2010, 2020. 31

Figure
Figure 1 Trend in age-standardized rates of suicides for people aged 15+ in Taiwan during six periods: (a) by different sex; (b) by different methods 32
Figure 2 Maps of smoothed standard mortality ratio for suicide in Taiwan during six periods. 33
Figure 3 Maps of smoothed standard mortality ratio for suicide in male in Taiwan during six periods. 34
Figure 4 Maps of smoothed standard mortality ratio for suicide in female in Taiwan during six periods. 35
Figure 5 Maps of smoothed standard mortality ratio for suicide in male aged 15-44 in Taiwan during six periods. 36
Figure 6 Maps of smoothed standard mortality ratio for suicide in female aged 15-44 in Taiwan during six periods. 37
Figure 7 Maps of smoothed standard mortality ratio for suicide in male aged 45-64 in Taiwan during six periods. 38
Figure 8 Maps of smoothed standard mortality ratio for suicide in female aged 45-64 in Taiwan during six periods. 39
Figure 9 Maps of smoothed standard mortality ratio for suicide in male aged 65+ in Taiwan during six periods. 40
Figure 10 Maps of smoothed standard mortality ratio for suicide in female aged 65+ in Taiwan during six periods. 41
Figure 11 Maps of smoothed standard mortality ratio for suicide by solids/liquids poisoning in Taiwan during six periods. 42
Figure 12 Maps of smoothed standard mortality ratio for suicide by gas poisoning in Taiwan during six periods. 43
Figure 13 Maps of smoothed standard mortality ratio for suicide by hanging in Taiwan during six periods. 44
Figure 14 Maps of smoothed standard mortality ratio for suicide by jumping from height in Taiwan during six periods. 45
Figure 15 Maps of smoothed standard mortality ratio for suicide by drowning from height in Taiwan during six periods. 46
Figure 16 Age-standardized suicide rates by different sex/methods per 100 000 in rural and urban areas in Taiwan during six periods 47
Figure 17 Rate ratios (95% Credible Intervals) of suicide (aged 15+) associated with one standard deviation increase in levels of each of the area socioeconomic characteristics during the years of 2000, 2010, and 2020. 48
 
Appendix Tables and Figures
Appendix Tables
Appendix Table 1 Summary statistics of the distribution of the number of suicides for people aged 15+ for each period across 354 Taiwanese townships. 49
Appendix Table 2 Summary statistics of the distribution of the mean population for people aged 15+ for each period across 354 Taiwanese townships. 52

Appendix Figures
Appendix Figure 1 Maps of raw (unsmoothed) standard mortality ratio for suicide in Taiwan during six periods. 55
Appendix Figure 2 Maps of raw (unsmoothed) standard mortality ratio for suicide in male in Taiwan during six periods. 56
Appendix Figure 3 Maps of raw (unsmoothed) standard mortality ratio for suicide in female in Taiwan during six periods. 57
Appendix Figure 4 Maps of raw (unsmoothed) standard mortality ratio for suicide in male aged 15-44 in Taiwan during six periods. 58
Appendix Figure 5 Maps of raw (unsmoothed) standard mortality ratio for suicide in female aged 15-44 in Taiwan during six periods. 59
Appendix Figure 6 Maps of raw (unsmoothed) standard mortality ratio for suicide in male aged 45-64 in Taiwan during six periods. 60
Appendix Figure 7 Maps of raw (unsmoothed) standard mortality ratio for suicide in female aged 45-64 in Taiwan during six periods. 61
Appendix Figure 8 Maps of raw (unsmoothed) standard mortality ratio for suicide in male aged 65+ in Taiwan during six periods. 62
Appendix Figure 9 Maps of raw (unsmoothed) standard mortality ratio for suicide in female aged 65+ in Taiwan during six periods. 63
Appendix Figure 10 Maps of raw (unsmoothed) standard mortality ratio for suicide by solids/liquids poisoning in Taiwan during six periods. 64
Appendix Figure 11 Maps of raw (unsmoothed) standard mortality ratio for suicide by gas poisoning in Taiwan during six periods. 65
Appendix Figure 12 Maps of raw (unsmoothed) standard mortality ratio for suicide by hanging in Taiwan during six periods. 66
Appendix Figure 13 Maps of raw (unsmoothed) standard mortality ratio for suicide by jumping from height in Taiwan during six periods. 67
Appendix Figure 14 Maps of raw (unsmoothed) standard mortality ratio for suicide by drowning in Taiwan during six periods. 68
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dc.language.isoen-
dc.subject城鄉差距zh_TW
dc.subject自殺zh_TW
dc.subject自殺方法zh_TW
dc.subject社會經濟特徵zh_TW
dc.subject空間分析zh_TW
dc.subjectspatial analysisen
dc.subjectsocioeconomic characteristicsen
dc.subjectsuicide methoden
dc.subjectrural-urban differenceen
dc.subjectsuicideen
dc.title1971-2022年臺灣自殺地理空間模式之變化zh_TW
dc.titleChanges in the geographic patterning of suicide in Taiwan in 1971-2022en
dc.typeThesis-
dc.date.schoolyear112-2-
dc.description.degree碩士-
dc.contributor.oralexamcommittee林先和;溫在弘;林倩宇zh_TW
dc.contributor.oralexamcommitteeHsien-Ho Lin;Tzai-Hung Wen;Chien-Yu Linen
dc.subject.keyword自殺,城鄉差距,空間分析,社會經濟特徵,自殺方法,zh_TW
dc.subject.keywordsuicide,rural-urban difference,spatial analysis,socioeconomic characteristics,suicide method,en
dc.relation.page73-
dc.identifier.doi10.6342/NTU202401525-
dc.rights.note未授權-
dc.date.accepted2024-07-08-
dc.contributor.author-college公共衛生學院-
dc.contributor.author-dept健康行為與社區科學研究所-
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