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Zakat is an important Islamic economic instrument that plays significant role in Sustainable Development Goals. Accordingly, Zakat Institutions must manage zakat in a proper and efficient manner. This study aims to examine the efficiency of Zakat Institutions based on their clusters which are government, business and social organizations.

This study uses three quantitative methods: data envelopment analysis (DEA), free disposal hull and super-efficiency DEA. The analytical method is based on production approach, variable return to scale assumption and output orientation. The sample consists of 14 Zakat Institutions from three clusters: Zakat Institutions managed by government, Zakat Institutions managed by corporation and Zakat Institution managed by social organizations.

The results revealed that all of three techniques culminate the same ranking order of efficiency. Zakat Institution managed by the government is the most efficient Zakat Institution, with the average value of 0.87 by using three approaches combined. Meanwhile, Zakat Institutions owned by company and social institutions cluster are in second and third position, with the average value of 0.65 and 0.4, respectively, based on the results of the three approaches. This study contends that the level of efficiency of Zakat Institutions may be supported by clusters (affiliations) in their management.

This study’s limitation is the inadequacy of the required data. Nonetheless, this study provides insights to improve the efficiency of Zakat Institutions based on their clusters. Zakat Institutions in each cluster can improve their efficiency by optimizing inputs to produce multiple outputs.

This study enhances research on the efficiency of Zakat Institutions using three methods to assess the consistency and strength of Zakat Institutions’ efficiency values. In addition, this study examines the efficiency level of Zakat Institutions based on their clusters.

This study aims to develop an Islamic crowdfunding model based on a website platform for startup companies.

Apart from reviewing related literature, specifically focus group discussion with 16 CEO of startup companies, in-depth interview with two crowdfunding provider, Fiqh expert and technology platform expert for the development of an Islamic crowdfunding website platform for startup companies.

The concept of Islamic crowdfunding is recommended as a funding solution for small and medium-sized enterprises and startup companies. Therefore, it was deemed crucial for this study to develop an Islamic crowdfunding model based on a website platform as a form of innovative acceleration to provide alternative funding for a startup company, which subsequently expands to a growing and sustainable business. Furthermore, the use of a website platform for the operation of a crowdfunding mechanism is deemed as an effective means to link cross-geographical investors with the startup company owners in Indonesia, specifically East Java.

Islamic crowdfunding website platform can be the solution for startup companies to obtain capital funds while startup companies are not able to provide collateral to attain financial assistance and experience problems. Expectedly, the government should provide legality, regulation, licensing and socialization matters pertaining to crowdfunding to obtain legal legality from the country.

There is still no research to develop the Islamic crowdfunding model using a website platform. This study was expected to provide essential insights on the effective development of an Islamic crowdfunding website platform integrated with startup companies, investors and Sharia committee.