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Purpose – The purpose of the research is to analyze the efficiency of Islamic banks in Indonesia. The data used in this research are panel data observed from 2012 until 2016. The sampling of this research is conducted on five Sharia banks in Indonesia, that is, Bank Muamalat, Bank SyariahMandiri, BukopinSyariah, BRI Syariah, and Bank Mega Syariah.

Design/Methodology/Approach – The study uses a quantitative method to analyze the efficiency of Sharia banking with formulation of comparison of operating expenses to operating revenues (BOPO).

Finding – The result of this research concludes that Sharia banking in Indonesia has not been efficient during the last five years, that is, 2012–2016. This can be seen from the range of banking efficiency ratio. The average level of Islamic banking efficiency ranges between 89.73% and 94.16%. Bank Muamalat whose range is 94.16% shows the highest average efficiency ratio compared to other Sharia banks. Meanwhile, Bank Mega Syariah maintains the lowest average efficiency ratio that is 89.37%. The five Sharia banks have a high efficiency ratio of over 80%. This shows that Sharia banking in Indonesia is inefficient

Originality/Value – The bank should be able to balance between cost (cost) and revenue. Sharia banks must also be able to create good product innovation in order to increase the collection of funds from the community, such as for competitive outcomes, prizes, or other programs that raise public interest to use the services of Sharia banking.

Research Limitations/Implications – This inefficiency is due to the high bank operating costs compared to the bank’s operating income.

Purpose: Preserving a country’s culture is crucial for its sustainability. Handicraft is a key draw for tourism destinations; it protects any civilisation’s indigenous knowledge and culture by managing the historical, economic, and ecological ecosystems and perfectly aligns with sustainable development. It has a significant role in creating employment, especially in rural regions and is an essential contributor to the export economy, mainly in developing nations. The study focuses on the skills required and existing gaps in the handicraft industry, its development and prospects by considering women and their role in preserving and embodying the traditional art of making handicrafts.

Approach: A framework has been developed for mapping and analysing the skills required in the handicraft sector using econometric modelling; an enormous number of skills have been crowdsourced from the respondents, and machine learning techniques have been used.

Findings: The findings of the study revealed that employment in this area is dependent not only on general or specialised skills but also on complex matrix skills ranging from punctuality to working in unclean and unsafe environments, along with a set of personal qualities, such as taking initiatives and specific skills, for example polishing and colour coding.

Implications: The skills mapping technique utilised in this study is applicable globally, particularly for women indulged in casual work in developing nations’ handicrafts industry. The sustainable development goals, tourism, and handicrafts are all interconnected. The research includes understanding skills mapping, which provides insights into efficient job matching by incorporating preferences and studying the demand side of casual working by women in the handicraft sector from a skills perspective.