# Table A3. Thailand Multinomial Logit on Occupational Choice

||He|ad|20<br>Spo|00<br>use|Ot|ers|H|ead|2<br>Sp|009<br>ouse|Ot|hers|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
||Wage<br>worker<br>|Self-<br>Employed<br>|Wage<br>worker<br>|Self-<br>Employed<br>|Wage<br>worker<br>|Self-<br>Employed<br>|Wage<br>worker<br>|Self-<br>Employed<br>|Wage<br>worker<br>|Self-<br>Employed<br>|Wage<br>worker<br>|Self-<br>Employed<br>|
|6-11 yrs of Educ.|||||0.446***|0.535***|||||0.655***|0.581***|
||||||(0.0872)|(0.136)|||||(0.0775)|(0.107)|
|>11 yrs of Educ.|||||0.618***|0.452***|||||1.336***|0.887***|
||||||(0.0912)|(0.146)|||||(0.0796)|(0.114)|
|Head with 6-11 yrs of Educ.|0.122|0.0580|-0.153*|0.315**|-0.144|-0.128|0.194**|0.0547|0.0444|0.313***|-0.0690|-0.145|
||(0.125)|(0.136)|(0.0902)|(0.124)|(0.0906)|(0.157)|(0.0819)|(0.0855)|(0.0716)|(0.0867)|(0.0624)|(0.120)|
|Head with >11 yrs of Educ.|0.795***|-0.265*|-0.418***|0.321**|0.158|-0.244|0.616***|-0.221**|0.0599|0.434***|-0.0296|-0.190|
||(0.126)|(0.145)|(0.118)|(0.158)|(0.108)|(0.215)|(0.0842)|(0.0886)|(0.0839)|(0.103)|(0.0681)|(0.125)|
|Spouse with <6 yrs of Educ.|0.355**|0.602***|||-0.254***|-0.305***|0.540***|0.581***|||-0.258***|-0.169*|
||(0.159)|(0.176)|||(0.0679)|(0.113)|(0.120)|(0.123)|||(0.0563)|(0.0914)|
|Spouse with 6-11 yrs of Educ.|0.886***|1.230***|0.245**|-0.0998|-0.357***|-0.727***|0.478***|0.807***|0.237***|0.0360|-0.390***|-0.307**|
||(0.188)|(0.208)|(0.0985)|(0.127)|(0.123)|(0.229)|(0.126)|(0.132)|(0.0757)|(0.0867)|(0.0787)|(0.138)|
|Spouse with >11 yrs of Educ.|0.676***|1.009***|1.163***|-0.558***|-0.174|-0.226|0.598***|0.881***|0.842***|-0.200*|-0.422***|-0.358**|
||(0.206)|(0.224)|(0.129)|(0.181)|(0.171)|(0.285)|(0.125)|(0.134)|(0.0879)|(0.113)|(0.0905)|(0.165)|
|26 to 35 yrs old|0.907***|1.914***|-0.0221|1.242***|0.601***|1.554***|1.159***|2.171***|0.157|0.743***|0.758***|1.352***|
||(0.179)|(0.249)|(0.140)|(0.263)|(0.0702)|(0.134)|(0.156)|(0.227)|(0.114)|(0.245)|(0.0556)|(0.117)|
|36 to 45 yrs old|0.545***|1.925***|-0.350**|1.416***|0.490***|1.916***|0.619***|2.028***|-0.0610|1.234***|0.549***|1.760***|
||(0.175)|(0.245)|(0.146)|(0.266)|(0.102)|(0.170)|(0.150)|(0.219)|(0.111)|(0.237)|(0.0663)|(0.123)|
|46 to 55 yrs old|-0.293|1.220***|-0.901***|1.216***|-0.0735|1.686***|-0.222|1.427***|-0.611***|1.070***|0.225**|1.778***|
||(0.187)|(0.251)|(0.158)|(0.277)|(0.145)|(0.210)|(0.140)|(0.212)|(0.118)|(0.240)|(0.0972)|(0.147)|
|56 to 65 yrs old|-2.011***|-0.165|-2.003***|0.306|-2.428***|0.167|-1.934***|0.102|-1.705***|0.240|-1.330***|0.740***|
||(0.184)|(0.249)|(0.187)|(0.292)|(0.225)|(0.297)|(0.147)|(0.214)|(0.138)|(0.249)|(0.143)|(0.184)|
|Female|-1.129***|-0.610***|-0.943***|-0.0673|-0.465***|-0.202**|-1.020***|-0.563***|-1.214***|-0.394***|-0.531***|-0.326***|
||(0.112)|(0.124)|(0.146)|(0.184)|(0.0548)|(0.0949)|(0.0719)|(0.0734)|(0.0762)|(0.0953)|(0.0426)|(0.0709)|
|Central|-0.0208|0.0478|0.0450|0.0656|-0.426***|-0.187|0.278***|0.302***|0.109|0.248**|0.0418|0.0641|
||(0.124)|(0.132)|(0.107)|(0.141)|(0.0941)|(0.166)|(0.0865)|(0.0923)|(0.0788)|(0.107)|(0.0639)|(0.112)|
|North|0.0424|0.108|0.374***|0.570***|-0.349***|0.269|-0.188**|0.295***|-0.403***|0.417***|-0.407***|0.110|
||(0.130)|(0.140)|(0.114)|(0.147)|(0.103)|(0.171)|(0.0944)|(0.0983)|(0.0886)|(0.109)|(0.0735)|(0.121)|
|Northeast|-0.528***|-0.529***|-0.0345|0.234|-0.769***|-0.376**|-0.690***|-0.0869|-0.469***|0.255**|-0.649***|-0.0379|
||(0.126)|(0.135)|(0.112)|(0.146)|(0.0968)|(0.176)|(0.0908)|(0.0954)|(0.0864)|(0.109)|(0.0693)|(0.119)|
|South|0.0260|0.239|-0.371***|0.382***|-0.898***|-0.175|0.172|0.420***|-0.230**|0.518***|-0.105|0.339**|
||(0.145)|(0.154)|(0.119)|(0.148)|(0.104)|(0.182)|(0.108)|(0.114)|(0.0931)|(0.116)|(0.0801)|(0.136)|
|Urban|0.107|0.849***|-0.354***|-0.0933|-0.172***|0.0901|0.0459|0.728***|-0.277***|0.0603|-0.151***|0.144**|
||(0.0755)|(0.0849)|(0.0677)|(0.0826)|(0.0538)|(0.0941)|(0.0569)|(0.0597)|(0.0498)|(0.0587)|(0.0420)|(0.0686)|
|Head Employed|||0.607***|-0.236*|0.0274|-0.0914|||0.599***|-0.217***|-0.220***|-0.406***|
||||(0.116)|(0.123)|(0.0641)|(0.103)|||(0.0814)|(0.0837)|(0.0498)|(0.0784)|
|Spouse Employed|||||0.186**|0.261*|||||0.276***|0.146|
||||||(0.0731)|(0.133)|||||(0.0566)|(0.105)|
|Married|-0.672***|-0.610***|||0.104*|0.443***|-0.640***|-0.569***|||0.190***|0.711***|
||(0.139)|(0.157)|||(0.0591)|(0.102)|(0.112)|(0.116)|||(0.0470)|(0.0734)|
|Attends School|-2.993***|-2.684***|-0.723|0.521|-3.504***|-3.393***|-2.325***|-2.473***|-0.127|-2.850***|-3.016***|-3.195***|
||(0.248)|(0.404)|(0.568)|(0.515)|(0.114)|(0.364)|(0.283)|(0.286)|(0.271)|(0.656)|(0.0823)|(0.254)|
|Number of children younger th|-0.364***|-0.171**|-0.520***|-0.400***|||-0.350***|-0.286***|-0.575***|-0.386***|||
||(0.0681)|(0.0708)|(0.0590)|(0.0706)|||(0.0550)|(0.0562)|(0.0488)|(0.0574)|||
|Constant|1.999***|-0.891***|0.937***|-1.999***|0.814***|-2.579***|1.825***|-1.034***|1.009***|-1.653***|0.145|-2.818***|
||(0.231)|(0.289)|(0.251)|(0.367)|(0.144)|(0.251)|(0.178)|(0.238)|(0.176)|(0.289)|(0.113)|(0.189)|
|Observations|15,221|15,221|11,386|11,386|19,603|19,603|25,341|25,341|19,176|19,176|31,564|31,564|
|Pseudo R-squared|0.162|0.162|0.0878|0.0878|0.268|0.268|0.145|0.145|0.106|0.106|0.262|0.262|
|Standard errors in parentheses|||||||||||||
|<br>*** p<0.01, ** p<0.05, * p<0.1|||||||||||||

Sample includes individuals who are non-farmers in main occupation. The ommited occupational category includes family workers, unemployed and inactive individuals, i.e., individuals with zero earnings 53