Its input variables consist of labor, Debt, Capital, and Total Asset, whiles its output variable consist of Net Sales and Gross Profit. Variables used in the study consist of four input variables and two output variables. The research, used secondary data, from the Indonesian Capital Market Directory year 2006 - 2008. Expecially for the “Go Public” firms those are PT BAT Indonesia, PT Bentoel, PT Gudang Garam, PT HM Sampoerna. The analysis tools used in this study is the DEA (Data Envelopment Analysis)method of analysis. This study aims to determine the efficiency levels of cigarettes industry inIndonesia. On average achievement BAZNAS efficiency from 2011 through 2013 is equal to 100 per cent, while the average achievement of efficiency PKPU fluctuated during the period 2011-2013 amounted to 52.13 percent. Results from this study showed that only BAZNAS who always achieve efficiency levels of 100 percent during 2011-2013, while PKPU experiencing fluctuating conditions of efficiency. Measurement of efficiency in this study using Data Envelopment Analysis (DEA).Input variables used in this study is the operational costs and personnel costs, while the output variable is the receipt and disbursement of zakat. The data used in this research is secondary data obtained from financial statements published by BAZNAS and PKPU. The sampling technique used in this research is purposive sampling by taking a sample of 2 organizations zakat is BAZNAS and PKPU. The purpose of this study was to determine the level of efficiency of Zakat Management Organization (OPZ). Then, needs to be done to optimize the potential of zakat is one of them with efficiency. National charity potential in Indonesia is very large, but not comparable to the fact that the number accumulation ZIS in Indonesia. And the prospect of an asset for Islamic Pawnshop can get optimistically in 2025 to reach Rp 116 trillion in the presence of inorganic action. The results showed efficiency of Islamic Pawnshop can reach value of 100 percent for 2008-2014 compared to its competitors that reach only 97.42 percent. Then this study uses analyze prospects based on System Dynamics methods. Input variables are: the load bonus, deposit wadiah, general and administrative expenses, salaries and allowances, and other expenses, and the output variables are: murabaha margin revenue, other services revenues, and loan qardh. This study uses analysis efficiency of the Data Envelopment Analysis method. The sampling technique is the purposive sampling with sample of the Islamic Pawnshop and four competitors in Indonesia. This study is quantitative analyze research with secondary data of annual financial statements from the Islamic Pawnshop and four competitors during 2008-2014. The purpose of this study is to analyze the efficiency of Islamic Pawnshop together with four competitors and analyze the prospects for assets growth of the Islamic pawnshop in Indonesia.
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