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Educational Finance in Thailand - UNESCO Bangkok

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4.3.5. What may perhaps seem surpris<strong>in</strong>g at first sight is the negative <strong>in</strong>fluence of<br />

“professional occupation” on spend<strong>in</strong>g on education. The results <strong>in</strong> Table x5 show that<br />

households headed by professionals, as opposed to farmers and non-professionals tend to<br />

spend less on education. However, the size of the <strong>in</strong>fluence is not statistically significant,<br />

and if we bear <strong>in</strong> m<strong>in</strong>d that the <strong>in</strong>fluences of <strong>in</strong>come, educational atta<strong>in</strong>ment of household<br />

head, and other factors are already taken <strong>in</strong>to account, the result simply shows that the<br />

positive relationship that we might expect is already taken care of through <strong>in</strong>come, the<br />

education of the household head, and other variables, so that be<strong>in</strong>g a “professional” <strong>in</strong><br />

and of itself, does not <strong>in</strong>fluence expenditure on education.<br />

Table 12: Factors affect<strong>in</strong>g the size of household monthly expenditure on<br />

education: regression results<br />

1994 1996<br />

Independent Variables<br />

Regression<br />

Coefficient t-statistic<br />

Regression<br />

Coefficient t-statistic<br />

Number of household members 132.974 34.238** 167.876 49.364**<br />

<strong>Educational</strong> atta<strong>in</strong>ment of household<br />

22.353 11.277** 33.981 23.917**<br />

head<br />

Household <strong>in</strong>come 0.008595 20.371** 0.005362 18.863**<br />

Northeastern region -495.120 -21.057** -580.375 -28.980**<br />

Urban residence 81.735 5.606** 74.179 5.964**<br />

Farm<strong>in</strong>g occupation -93.831 -5.532** -34.338 -2.101*<br />

Southern region -393.807 -15.546** -467.954 -21.117**<br />

Northern region -405.335 -16.793** -447.002 -21.232**<br />

Central region -378.933 -15.872** -445.262 -21.235**<br />

Male household head -62.342 -3.935** -94.033 -7.074**<br />

Non-farm, non-professional<br />

- - 38.789 2.689**<br />

occupation<br />

Professional occupation -12.732 -0.386 - -<br />

Unemployed -80.093 -4.131** - -<br />

Constant 91.724 2.943 46.028 1.698<br />

R-squared 0.111 0.171<br />

Adjusted R-squared 0.110 0.170<br />

Source: Estimated from unpublished Socio-Economic Survey household data.<br />

* Statistically significant at the 95% level.<br />

** Statistically significant at the 99% level.<br />

4.3.6. Another unfamiliar result to some, might be the result that, given the same level of<br />

<strong>in</strong>come, education, and other characteristics, male household heads tend to spend less on<br />

household education than females. This confirms the results from numerous studies on<br />

nutrition, child health, and child education <strong>in</strong> develop<strong>in</strong>g countries that have found the<br />

child quality is greatly affected by the presence of the mother as the decision-maker<br />

present <strong>in</strong> the household. The negative effect on education expenditures of the male<br />

household head is consistent here <strong>in</strong> both years under analysis, other th<strong>in</strong>gs be<strong>in</strong>g equal.<br />

4.3.7. With respect to the proportion of <strong>in</strong>come spent on education, aga<strong>in</strong> Table 13 shows<br />

that higher <strong>in</strong>come households spend a smaller proportion of their <strong>in</strong>come on education.<br />

In addition, given the same characteristics, farmers tend to spend a higher proportion of<br />

their <strong>in</strong>come on education than do other occupation groups.<br />

174

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