The transverse momentum ( \(p_T\) ) spectra of identified light charged hadrons, specifically bosons ( \(\pi ^{\pm }\) and \(K^{\pm }\) ) as well as fermions [ \(p(\bar{p})\) ], produced in small collision systems, namely deuteron-gold (d+Au) and proton-proton (p+p) collisions at the top energy of the Relativistic Heavy Ion Collider (RHIC) with a center-of-mass energy of \(\sqrt{s_{NN}}=200\) GeV, are investigated in this paper. In present study, d+Au collisions are categorized into three centrality classes: central (0–20%), semi-central (20–40%), and peripheral (40–100%) collisions. Various types of distributions, including standard [Bose-Einstein (Fermi-Dirac) and Boltzmann] and Tsallis distributions, are employed to fit the same \(p_T\) spectra to derive different effective temperatures denoted as \(T_{eff}\) . The results indicate that \(T_{eff}\) values obtained from Bose-Einstein, Boltzmann, Fermi-Dirac, and Tsallis distributions exhibit systematically a decreasing trend. Meanwhile, these \(T_{eff}\) values also show a decreasing trend with a decrease in collision centrality. Furthermore, based on the spectra of given particles, a perfect linear relationship is observed between different pairwise combinations of \(T_{eff}\) derived from both Boltzmann and Bose-Einstein (Fermi-Dirac) distributions as well as between Tsallis and Bose-Einstein (Fermi-Dirac) distributions.