Literature strongly supports vibration of the stock price as a consequence of various macroeconomic factors (Darrat, 1990; Fama & Schwert, 1977; Jaffe & Mandelker, 1976; Nelson, 1976; Pearce & Roley, 1985; Ripley, 1973). This study has investigated the explanatory power of various macro-factors such as inflation rate, exchange rate, interest rate, money supply and production index on the variability of the stock price in Bangladesh. Multiple regression analysis has been conducted to asses the relationship between the stated macro economic factors with stock price. All share price index of the Dhaka Stock Exchange has been used as a proxy for stock price, the dependent variable of the study. No significant relationship has been found between the stock price and any of the macroeconomic factors. The study bodes well for advanced empirical models with additional macroeconomic variables.