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Research

Publications:(* indicates the corresponding author)
English
10
Maternal Age as a Crucial Factor between Low Birth Weight and Crime: Evidence from Taiwan's National Data-A Research Note

2010

Wan-Chi Chen*, Ming-Jen Lin, and Jin-Tan Liu

Social Science Research, 33(6), pp 1047-1058.

Using national data of the male population (a total of 715,000 observations) in Taiwan, this study finds a significant association between LBW and the probability of committing crime appears exclusively among those born to mothers under 18 or over 40 at the time of childbearing. Moreover, this association occurs particularly in violent crime. The interaction between biological and demographic factors suggests that being born to very old or young mothers and LBW together may create a double hazard of biological disadvantage, leading to higher risk of committing violent crime later. The other side of the coin is that, regarding to violent crime, being born low birth weight may not be a disadvantage unless it is triggered by certain adversity.

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9
Do Lower Birth Weight Babies Have Lower Grades? Twin Fixed Effect and Instrumental Variable    Method Evidence from Taiwan

2009

Lin, Ming-Jen* and Jin-Tan Liu

Social Science and Medicine, 68(10), pp 1780-87.

By combining two unique Taiwanese datasets, this paper investigates how birth weight affects grades at age 15 years. To tackle the endogeneity problem caused by omitted variables, we first compare birth weight and grade variation within twins. We find that birth weight does increase grades but only when both twins weigh less than 3000g at birth, which indicates that the effect is non-linear, and when the weight difference between the twins is larger than 200g. Furthermore, twin fixed effect estimates are similar to the ordinary least squares (OLSs) ones. We then use the public health budget and the number of doctors in the county where the children were born as instrumental variables for the children's birth weight. We found that instrumental variable estimates are significant only for the less educated (<9 years) and young (<25 years) mothers. We conclude that the effect of birth weight is real and non-linear and its effect on less educated and young mothers is the most severe. Furthermore, the bias produced by OLS may not be large if the correct subgroup of the population has been identified.

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8
More Police, Less Crime: Evidence from US State Data

2009

Lin, Ming-Jen

International Review of Law and Economics, 29(2),pp73-80.

Economic theory suggests police and crime are negatively correlated. However, it is surprisingly difficult to demonstrate this relation empirically, as areas with greater numbers of crimes tend to hire more police. In order to resolve this simultaneity, we begin by exploring the structure of the financial relationship existing between state and local governments, arguing that variations in state tax rates can serve as an instrumental variable for local police numbers. Two-stage least square (2SLS) result show that the elasticity of police presence with respect to crime is about −1.1 for violent crime, and −0.9 for property crime. These results are mostly significant, and are more negative than those obtained under OLS. Overall, our estimations suggest that police does reduce crime.

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7
Can Hepatitis B Mothers Account for the Number of Missing Women? Evidence from Three  Million Newborns in Taiwan

2008

Lin, Ming-Jen* and Ming-Ching Luoh

American Economic Review,98(5), pp 2259-2273.

The "missing women" phenomenon in many Asian countries has previously been regarded as the result of son preference. However, some studies have argued half of the missing women can be explained by infection with Hepatitis B virus (HBV). We demonstrate that the probability of having a male birth is only slightly higher for HBV mothers than for mothers without HBV. The sex ratio at birth rises for the higher birth order and that in families where the first two children are female. Our findings suggest that HBV status has little impact on the missing women phenomenon.

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6
Does Unemployment Increase Crime? Evidence from US State Data 1974-2000

2008

Lin, Ming-Jen

Journal of Human Resources, 43 (2), pp 413-436.

OLS may understate the effect of unemployment on crime because of the endogeneity problem (Raphael and Winter-Ember 2001). In this paper, we use changes in the real exchange rate, state manufacturing sector percentages, and state union membership rates as novel instrumental variables to carry out 2SLS estimations. We find a one-percentage-point increase in unemployment would increase property crime by 1.8 percent under the OLS method, but that the elasticity goes up to 4 percent under 2SLS. The larger 2SLS effect has significant policy implications because it explains 30 percent of the property crime change during the 1990s.

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Chinese
3
乾淨用水對長期健康及教育成就的影響:以1909-1933日治時期臺灣的水道建設為例 (The Effect of Clean Water on Long Term Health and Education Outcome: Evidence from Japanese Colonial Taiwan 1909-1933)

2012

林明仁*、賴建宇

經濟論文叢刊, 40(1), pp 1-35.(Ming-Jen Lin* & Jason Lai(2011), "The Effect of Clean Water on Long Term Health and Education Outcome: Evidence from Japanese Colonial Taiwan 1909-1933",Taiwan Economic Review,40(1), pp 1-35.)

本文之目的在於探討乾淨用水對一個人長久的影響。利用日治時期所留下的各類統計書,結合臺閩地區戶口及住宅普查(1980)與中老年身心社會生活狀況長期追蹤調查(1989),以一個人出生時所在地區的平均千人水栓數當作乾淨用水的指標,探討胎兒及嬰兒時期的乾淨用水對教育成就、健康狀況、婚姻狀況的影響。此外,為求解決外生性的問題,尚以各地區平均每人稅收作為工具變數來進行兩階段最小平方法迴歸(2SLS)。而無論是否使用工具變數,乾淨用水的確對教育成就、部分的長期健康狀況、婚姻狀況有顯著正向影響,特別是在教育成就上,無論以教育年數、識字、國小畢業、國中畢業、高中畢業或是大學畢業當作衡量教育成就的指標,皆能看出乾淨用水的正向效果。

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2
失蹤女性的成因與後果 (On the Causes and Consequences of Missing Women)

2011

林明仁

人口學刊,43, pp 99-108.

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1
失業真的會導致犯罪嗎?以台灣1978年至2003年縣市資料為例 (Does Unemployment Increases Crime? Evidence from County Data of Taiwan 1978--2003)

2006

林明仁*、劉仲偉

《經濟論文叢刊》, 34(4), pp 445-83. 

國外文獻一般認為失業率上升只會使財產犯罪增加(Levitt, 2004);然而幾乎所有迴歸結果都未考慮內生性的問題(Piehl, 1998)。本文首先簡單說明經濟理論如何預測失業與犯罪的關係,並討論同時性(simultaneity)如何對最小平方法(OLS)的估計造成偏誤。我們接著提出美元匯率、日圓匯率以及能源價格三者分別與製造業就業人口比例乘積作為失業率的工具變數,並從理論與弱工具變數測試(weak IV test)兩方面同時探討該組工具變數之有效性。在實證結果方面,雖然在最小平方法下失業率對各類犯罪影響幾乎都為正且顯著,但在兩階段最小平方法(2SLS)下,失業率只對財產犯罪 (主要在其中的竊盜一項) 有正的顯著影響,對暴力犯罪則無。且2SLS 估計值皆大於OLS的結果。最後,過度認定測試 (overidentification test) 的結果也從統計上支持這些工具變數的外生性。

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