What factors/parameters shall be considered (or compare with original) while replacing NTC resistor?
Resistance at 25°C and \$\beta\$ should be enough, however  \$\beta\$  needs to be specified at the same two temperatures. To compare two parts with betas specified at different temperatures from the original you'd have to do some calculations.