Saline-sodic paddy soils in the Songnen Plain suffer from nitrogen loss due to nitrification. The purpose of the study is to explore soil saline improvement and nitrification mitigation effects of polyaspartic calcium (PASP-Ca) by evaluating changes of soil quality, nitrification, and microbial communities. Four PASP-Ca application treatments (additions of 0, 500, 1000, and 1500 kg hm−2) were studied in an experiment in saline-sodic paddy soils of the Songnen Plain, China. Results showed that PASP-Ca application significantly decreased soil pH, electrical conductivity (EC), and water-soluble salt ions, and significantly increased soil total carbon (TC), total nitrogen (TN), urease activity (UA), and sucrase activity (SA). PASP-Ca application significantly slowed down soil nitrification, which was manifested in a significant increase in ammonium nitrogen (