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JUNE 2011<br />

INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS VOL 3, NO 2<br />

In urban areas of district Kohat the average household size is 8.3 with 3.68 of standard deviation.<br />

The maximum number in a household is 20 and the minimum is 2 in urban area of district Kohat.<br />

The average age of household head is recorded 44.5 years with 14.7 of standard deviation. The<br />

maximum age of a household head is observed 70 years while the minimum age is 16 years. The<br />

unemployment mean is calculated 0.42 with 0.86 of standard deviation. The result of the urban<br />

areas of this study shows that the maximum unemployed persons in a household are 4 while the<br />

minimum is 0 in 54 observations. The mean dependency ratio in urban areas of Kohat is 4.38<br />

with standard deviation of 2. The maximum and minimum dependent persons are 12 and 1<br />

members in household respectively. The mean of education of household head is higher in urban<br />

areas as compare to rural areas of the selected district that is 9.6 with 5.41 of the standard<br />

deviation in urban and in rural areas it is 4.39. In urban areas the maximum years of education is<br />

recorded as 21 years while the minimum is 0.<br />

In the rural areas of district Kohat the situation is quite different. The average household size in<br />

rural areas is higher than urban areas. The mean of household size is 9.58 with 4.68 of standard<br />

deviation. The maximum members in a household are recorded 28 while the minimum are 2 in<br />

total 96 respondents from rural region of the district. The average age of household head is<br />

observed higher in rural areas than in urban areas. According to the results the average age of<br />

household head is calculated 47.98 years with 14.49 of standard deviation. In the rural areas the<br />

maximum age of a household is recorded 90 years while minimum is 18 year. Generally it is<br />

seen that the unemployment rate is greater in rural areas than in urban areas. In this study it is<br />

calculated that the mean of unemployment in rural is 0.625 which is greater than urban areas<br />

according to this study. In a household the maximum unemployed members are recorded 7. The<br />

average of dependency ratio in rural area of Kohat district is 4.74 with 2.46 of standard deviation<br />

which is closer to average of urban dependency ratio. The maximum dependent members in a<br />

household are 13 which are greater than the urban dependency ratio while the minimum<br />

dependent members are recorded 1 in a household of rural area. In the rural areas of Pakistan<br />

there is less opportunities of education definitely there will be less literacy rate. As this study<br />

observed that the mean of education of household head is 4.39 with 5.31 of standard deviation.<br />

The maximum years of education is calculated 16 years in urban areas of study district.<br />

Table I. Results of Binary Choice Models<br />

Logit Model<br />

Probit Model<br />

Number of Iterations 8 7<br />

Log likelihood -20.29231 -19.64835<br />

LR statistic (5 df) 38.06851 39.35644<br />

McFadden R-squared 0.484005 0.50038<br />

Results of the probit and logit models are shown in Table 5.4. Logit model has eight iterations<br />

and probit model has seven iterations to produce the maximum likelihood estimates. The value<br />

of McFadden’s R 2 , which is commonly used for the measuring of goodness-of-fit for binary<br />

choice models, is 0.48 for logit and 0.50 is for Probit models. McFadden’s R 2 in the range of 0.2<br />

to 0.5 is classical for such model.<br />

COPY RIGHT © 2011 Institute of Interdisciplinary Business Research 1475

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