SPSS is the abbreviation of statistical products and service solutions, and abbreviations in papers usually need to be capitalized as a whole.
SPSS is the general name of a series of software products and related services used by IBM for statistical analysis and calculation, data mining, predictive analysis and decision support tasks, with Windows and macOS versions.