Background: Malcolm Baldrige method has been widely used to assess institutional performance. However, data obtained from the assessment are still visualized in the form of tables. This kind of visualization for rendering data is less interesting and makes readers difficult to interpret the data. Aims: This study presented some recommendations for data visualization in various forms, such as charts and diagrams to facilitate data interpretation. Methods: This study utilized Microsoft Excel 2007 software to create charts. The data used as an example for analysis was the performance assessment using Malcolm Baldrige method at Muhammadiyah Gresik Hospital in June 2012. Results: The results of this study reported that by using Malcolm Baldrige method, the data could be visualized in forms of bar charts, radar charts, and pie charts. Conclusion: To conclude, performance assessment can be visualized not only in tables but also charts and diagram that have a more visual presentation.Keywords: Charts, performance, Malcolm Baldrige, visualization

The achievement of immunization has become a global focus, not only in Indonesia. Maternal perception is one of the factors in increasing complete basic immunization (IDL) status in an area. The aimed to analyze several perceptions and fear of the adverse effects of mothers with IDL status in non-universal child immunization (UCI) urban village areas in Surabaya City. A cross-sectional study was conducted from September 2019 to May 2020. The sample was the community taken from the baseline data survey on IDL problems in non-UCI villages in Surabaya City in 2017. The five variables are the mother's characteristics, the mother's fear of the adverse effects of immunization, the belief/culture, the mother's busyness, and the family support that can be changed in maternal perception. The Chi-square test and a logistic regression test were both used in the multivariate analysis. And 1,449 mothers were included. The mother's perception that has the most influence is the mother's fear of the adverse effects of immunization with an OR of 10.139 at 95% CI (4.063–25.302). The findings show that they need to get an education or socialization from health professionals, collaborate with religious community leaders, as well as getting health campaigns.