background There are plausible mechanisms whereby leisure time physical activity may protect against low back pain (LBP) but there have been no quality systematic reviews and meta-analyses of the subject. Objective This review aims to assess the effect of leisure time physical activity on non-specific LBP. Methods Literature searches were conducted in PubMed, Embase, Web of Science, Scopus and Google Scholar databases from their inception through July 2016. Methodological quality of included studies was evaluated. A random-effects meta-analysis was performed, and heterogeneity and publication bias were assessed. results Thirty-six prospective cohort studies (n=158 475 participants) qualified for meta-analyses. Participation in sport or other leisure physical activity reduced the risk of frequent or chronic LBP, but not LBP for >1 day in the past month or past 6-12 months. Risk of frequent/chronic LBP was 11% lower (adjusted risk ratio (RR)=0.89, CI 0.82 to 0.97, I 2 =31%, n=48 520) in moderately/highly active individuals, 14% lower (RR=0.86, CI 0.79 to 0.94, I 2 =0%, n=33 032) in moderately active individuals and 16% lower (RR=0.84, CI 0.75 to 0.93, I 2 =0%, n=33 032) in highly active individuals in comparison with individuals without regular physical activity. For LBP in the past 1-12 months, adjusted RR was 0.98 (CI 0.93 to 1.03, I 2 =50%, n=32 654) for moderate/high level of activity, 0.94 (CI 0.84 to 1.05, I 2 =3%, n=8549) for moderate level of activity and 1.06 (CI 0.89 to 1.25, I 2 =53%, n=8554) for high level of activity. conclusions Leisure time physical activity may reduce the risk of chronic LBP by 11%-16%. The finding, however, should be interpreted cautiously due to limitations of the original studies. If this effect size is proven in future research, the public health implications would be substantial.