SURVIVAL ANALYSIS OF THAI MICRO AND SMALL ENTERPRISES DURING THE COVID-19 PANDEMIC

被引:3
|
作者
Leurcharusmee, Supanika [1 ]
Maneejuk, Paravee [2 ,4 ]
Yamaka, Woraphon [2 ,4 ]
Thaiprasert, Nalitra [3 ]
Tuntichiranon, Nathapong [4 ]
机构
[1] Chiang Mai Univ, Fac Econ, Ctr Human Resource & Publ Hlth Econ, Chiang Mai, Thailand
[2] Chiang Mai Univ, Ctr Excellence Econometr, Chiang Mai, Thailand
[3] Asia Fdn, Bangkok, Thailand
[4] Chiang Mai Univ, Fac Econ, Chiang Mai, Thailand
关键词
business survival; COVID-19; Cox proportional hazards model; Kaplan-Meier estima-tor; survey data; Thailand; PROPORTIONAL HAZARDS MODEL; VARIABLE SELECTION; FINANCIAL RATIOS; BANK FAILURE; PREDICTION; IMPACT; FIRMS;
D O I
10.3846/jbem.2022.17875
中图分类号
F [经济];
学科分类号
02 ;
摘要
Micro and small enterprises (MSEs) are important to the local economy and are the most crucial source of employment in Thailand. Using the three-round survey data, we assess the impact of COVID-19 on the survival probability of MSEs in the tourism and manufacturing sectors. Enter-prise characteristics such as owner characteristics, employment and business strategies are examined as potential factors to mitigate or stimulate business failures. The Cox proportional hazards model and Kaplan-Meier estimator are employed. Our findings reveal that the survival probability paths from the three rounds of survey show a gradual decrease of survival probability from the first week of interview and approximately 50% of MSEs could not survive longer than 52 weeks during the COVID-19 pandemic. We also find that the survival of MSEs mainly depends on location, number of employees, and business model adjustment, namely operation with social distancing and online marketing. Particularly, retaining employees and not reducing the working hours are one of the key factors increasing the survivability of MSEs. However, the longer length of the crisis reduces the contribution of these key factors. The longer the period of the COVID-19 pandemic, the lower the chance of MSEs survivability.
引用
收藏
页码:1211 / 1233
页数:23
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