I want to do an analysis where my model contains 1 dependent variable which is continuous (eg. SCORE of respondents) and around 10 independent variables (eg- Age, income(continuous), Gender, disease status(binary), level of education, no. of working hours(categorical)). Will it be appropriate to use ANOVA?

Or should I use factorial ANOVA(i.e. Two-way ANOVA)? If none of them is appropriate, which method would be apt for this kind of model?