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Erschienen in: Journal of Happiness Studies 2/2023

11.12.2022 | Research Paper

Well-being Effects of Natural Disasters: Evidence from China’s Wenchuan Earthquake

verfasst von: Zou Wang, Fei Wang

Erschienen in: Journal of Happiness Studies | Ausgabe 2/2023

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Abstract

This study finds that the Wenchuan earthquake in 2008, one of China’s most catastrophic earthquakes, substantially decreased victims’ subjective well-being even after incorporating the offsetting effects of post-disaster relief programs. This net well-being impact lasted for nearly 10 years and was on average equivalent to a loss of 67% of the average equivalized household income. Although the post-disaster measures largely restored income, health, and employment, they failed to prevent well-being losses due to family dissolution, as reflected in the higher rates of divorce and widowhood after the earthquake. We find that rural populations, older adults, the less educated, and residents without social insurance were more vulnerable to the earthquake shock. This study uses six waves of a nationally representative dataset of China and a difference-in-differences approach to identify the short- and long-term causal well-being effects of the Wenchuan earthquake. Deeper analyses on mechanisms and heterogeneity suggest that post-disaster policies should focus more on aspects beyond economic factors and on the well-being of disadvantaged populations in particular.

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Fußnoten
1
Mu is a commonly used area unit for measuring agricultural land in China: 1000 mu is approximately 0.67 km2.
 
2
Based on the intensity of the earthquake and the extent of the damage, official assessments classified 237 counties into three types: severely affected areas (10), strongly affected areas (41), and moderately affected areas (186). A full list is available at http://​www.​gov.​cn/​zwgk/​2008-07/​22/​content_​1052835.​htm.
 
3
Hukou is a China-specific household registration and population management system. A person is registered as either an agricultural or non-agricultural resident.
 
4
In a two-group and two-period setting, TWFE is equivalent to DID. When the treatment is binary and the design is staggered, as in our case, the TWFE coefficient \(\beta\) is a weighted summation of multiple two-group two-period DID estimates (De Chaisemartin & d’Haultfoeuille, 2022). Recent studies have found that TWFE models may suffer from estimation biases caused by “forbidden comparison.” However, in a scenario with binary treatment, staggered design, and unique treatment timing, TWFE is exempt from the problem (De Chaisemartin & d’Haultfoeuille, 2022). Our case satisfies all the conditions and therefore TWFE is a reasonable choice.
 
5
Although 141 out of the 181 counties in Sichuan were affected by the earthquake, there were also a number of unaffected residents in the western part of Sichuan that could not be ignored. Consequently, regarding the entire Sichuan as the treatment group may still have understated the earthquake’s effect.
 
6
The p value for the 2005 coefficient in the rural subsample is 0.072, indicating that the parallel-trend assumption is marginally violated. At the 10% level, the upward pre-trend indicates that the rural SWB in Sichuan province would have grown faster than that of other provinces had the earthquake not happened. As a result, the dynamic effects of the earthquake on happiness in Fig. 2b are likely the lower bounds of the true shocks, implying that the earthquake may have impacted the rural SWB more heavily than what the subfigure has revealed.
 
7
We calculate the propensity scores of being treated (being in Sichuan province) for each individual in each year, using a logit model on gender, age, squared age, ethnicity, education, and place of residence. Then we match each Sichuan individual in a year with non-Sichuan residents of the same year having similar propensity scores using the method of kernel matching. We further confirm that the parallel-trend assumption still holds for happiness with the DID matching strategy, and the post-earthquake dynamics of happiness are similar to those presented in Fig. 2.
 
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Metadaten
Titel
Well-being Effects of Natural Disasters: Evidence from China’s Wenchuan Earthquake
verfasst von
Zou Wang
Fei Wang
Publikationsdatum
11.12.2022
Verlag
Springer Netherlands
Erschienen in
Journal of Happiness Studies / Ausgabe 2/2023
Print ISSN: 1389-4978
Elektronische ISSN: 1573-7780
DOI
https://doi.org/10.1007/s10902-022-00609-z

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