Please help me with linear regression model

What difference is there estimated the coefficients year by year or by using both years of observation in a single regression. I do not understand for this estimate what hypotheses I am making regarding the values ​​of the regression parameters from one individual to another (heterogeneity) and the variance of the error term? Thanks

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