Accident generally occurs due to the activities which is done in unsafe conditions or
even unsafe behavior. These conditions can influence workers productivity. In batik industries,
those workers use toxic material and work in non ergonomic atmosphere. Moreover, they also do
not care of the environment and do not use personal protective equipments (PPE). Workers at
Madura batik SMEs have not fully realized the significancy of the occupational health and safety
(OHS) in their working areas. Therefore, the aims of this research is to evaluate OHS
performance based on the indicators of safety performance index (SPI), which is multicriteria, in
that industri. The safety performance attributes were obtained from the factor analysis. The
index is calculated based on the weighted evaluation results of critical behavior checklist (CBC),
integrated with analytical hierarchy process (AHP). As the results, we should give priority to
improve the knowledge and experience toward OHS of the workers and also improve the
working environment of the Madura’s batik industries. Additionally, the performance of OHS in
coloring process is also on the threshold of unsafe condition, further development on the coloring
process is needed.