An Efficiency Analysis of Micro Units in a Fragile Zone: A Panel Study of the Firms in J&K, India

2021 ◽  
pp. 097492922110448
Author(s):  
Javaid Iqbal Khan ◽  
Mehak Majeed ◽  
Saeed Owais Mushtaq
Keyword(s):  
Stochastic Frontier Analysis ◽  
Small And Medium Enterprises ◽  
Panel Study ◽  
Stochastic Frontier ◽  
Negative Relationship ◽  
Jel Classification ◽  
Tobit Regression ◽  
Jammu And Kashmir ◽  
Frontier Analysis ◽  
The Government

The micro, small and medium enterprises (MSMEs) are the backbone of the community development in the developing world. In the fragile and backward regions, it is the micro enterprise that is considered to be the engine of growth and development. Being labour-intensive and requiring lesser capital input, the micro unit start-ups demand lesser investment in plant and machinery, attracting more and more potential entrepreneurs. Over the time, such units gain experience and knowledge becoming more efficient. This article studies the firms located in the fragile and geographically remote region of Jammu and Kashmir. The article uses a panel of 15 years from 2002 to 2016 based on the Annual Survey of Industries data. Using the Stochastic Frontier Analysis, the article studies the MSMEs and the micro units. From the post-estimation, technical efficiency scores are attained for both MSMEs and the micro units. The results reveal that the micro units are more efficient than the MSMEs in general. Tobit regression is used to estimate the technical inefficiency model to determine the factors that contribute to the inefficiency present in the micro units. The results show that there is a negative relationship between the efficiency of the micro unit firms and the asset-liability ratio and the loan-liability ratio, while there is a positive relationship between the private ownership of the firm and the efficiency level. Age of the firm is considered separately to validate the ‘learning theory’ by Jovanovic. The article concludes by suggesting that the government must provide adequate boost and a big-push to the micro units in order to eradicate the widespread unemployment and fragility in the region. JEL Classification: F61, L25

Is Italian R&D spending becoming more efficient?

2009 ◽  
pp. 187-198
Author(s):  
Andrea Conte
Keyword(s):  
Stochastic Frontier Analysis ◽  
Stochastic Frontier ◽  
Jel Classification ◽  
Economic Downturn ◽  
Economic Data ◽  
Frontier Analysis ◽  
Empirical Estimates ◽  
Cross Country ◽  
Over Time

- The recent economic downturn is putting increasing pressure on governments to improve the quality of their public finances. Using macro-economic data on R&D expenditures and patents, this paper aims to determine whether business and government R&D spending has become more efficient over time and in comparison to other EU countries. Descriptive evidence is coupled with empirical estimates of cross-country efficiency of R&D expenditure calculated by the Stochastic Frontier Analysis. . Keywords: R&D, patents, efficiency, public finance Parole chiave: R&S, brevetti, efficienza, finanza pubblica. Jel Classification: O33 - H50 - C23

scholarly journals Comparison of Cambodian Rice Production Technical Efficiency at National and Household Level

2017 ◽  
Author(s):  
Sokvibol Kea ◽  
Hua Li ◽  
Linvolak Pich
Keyword(s):  
Technical Efficiency ◽  
Capital Investment ◽  
Stochastic Frontier Analysis ◽  
National Level ◽  
Stochastic Frontier ◽  
Rice Production ◽  
Frontier Analysis ◽  
Household Level ◽  
The Government ◽  
National Analysis

Rice is the most important food crop in Cambodia and its production is the most organized food production system in the country. The main objective of this study is to measure technical efficiency (TE) of Cambodian rice production and also trying to identify core influencing factors of rice TE at both national and household level, for explaining the possibilities of increasing productivity and profitability of rice, by using translog production function through Stochastic Frontier Analysis (SFA) model. Four-years dataset (2012-2015) generated from the government documents was utilized for the national analysis, while at household-level, the primary three-years data (2013-2015) collected from 301 rice farmers in three selected districts of Battambang province by structured questionnaires was applied. The results indicate that level of rice output varied according to the different level of capital investment in agricultural machineries, total actual harvested area, and technically fertilizers application within provinces, while level of household rice output varied according to the differences in efficiency of production processes, techniques, total annual harvested land, and technically application of fertilizers and pesticides of farmers. The overall mean TE was estimated at 78.4% (national-level) and 34% (household-level), indicates that rice output has the potential of being increased further by 21.6% (national production) and 66% (household) at the same level of inputs and technology if farmers had been technically efficient. The TE also recorded -7% decreasing rate at the national-level and -14.3% at household-level due to highly affected of natural disasters and various environmental and social factors during the study periods.

scholarly journals Firm-level Inefficiency in Post-transition Economies

2021 ◽  
Vol 7 (1) ◽  
pp. 34-43
Author(s):  
Valerija Botrić
Keyword(s):  
Transition Economies ◽  
Stochastic Frontier Analysis ◽  
Stochastic Frontier ◽  
Innovation Activity ◽  
Firm Level ◽  
Technical Inefficiency ◽  
Frontier Analysis ◽  
Creative Commons ◽  
Government Sector ◽  
The Government

Firms in post-transition economies are frequently considered less efficient than those in more advanced market economies. By relying on the World Bank Enterprise Survey for the year 2019, firm-level technical inefficiency is estimated by the stochastic frontier analysis method for a sample of European post-transition countries. To be precise, the analysis included Albania, Bosnia and Herzegovina, Croatia, Czechia, Estonia, North Macedonia, Poland, Serbia, and Slovenia. Furthermore, the factors contributing to the firm-level inefficiency are explored in a comparative setting. The effects of the international orientation of the firm, foreign ownership, doing business with the government sector, presence of informal competitors, innovation activity, manager experience, and the age of the firm on the technical inefficiency are estimated. Results show that although some factors are common to a subsample of countries, not a single factor is significant in all the analysed economies. This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

scholarly journals TECHNICAL EFFICIENCY OF PADDY’S FARMING IN VARIOUS TYPES OF PADDY’S SEEDS IN INDONESIA

2020 ◽  
Vol 13 (3) ◽  
pp. 286
Author(s):  
Venessa Vasthi Winata ◽  
M. Rondhi ◽  
Yasuhiro Mori ◽  
Takumi Kondo
Keyword(s):  
Technical Efficiency ◽  
Formal Education ◽  
Stochastic Frontier Analysis ◽  
Stochastic Frontier ◽  
Secondary Data ◽  
Household Survey ◽  
Rice Farming ◽  
Frontier Analysis ◽  
Rice Seeds ◽  
The Government

The increasing need for food along with increasing population is one of the problems that must be resolved by Indonesia nation. The government is trying to increase rice production and productivity by using certified seeds. Certified seeds is expected to affect technical efficiency of rice farming. The objectives of this studies are to analyze the level of technical efficiency and to identify the factors that influence the technical efficiency of rice farming in various types of main sources of rice seeds in Indonesia. The study uses secondary data that obtained from Central Bureau of Statistic (BPS) as a results from the 2014 Rice Plant Business Household Survey (SPD 2014). Data were analyzed using stochastic frontier. The results showed that the average technical efficiency level achieved by farmers in rice farming is 0,656 or less than 0,70 (<0,70) so it can be said that rice farming in Indonesia is still technically inefficient. Factors that affecting the technical efficiency of rice farming in various types of main sources of rice seeds in Indonesia were age, formal education, dummy participation of agricultural extension, and dummy certified seeds.  Keywords: certified seeds, rice farming, stochastic frontier analysis, technical efficiency, non-certified seeds

scholarly journals Productivity and Competitiveness of Garlic Production in Pasuquin, Ilocos Norte, Philippines

2021 ◽  
Vol 18 (1) ◽  
pp. 50-63
Author(s):  
Ceptryl S. Mina ◽  
◽  
Salvador P. Catelo ◽  
Carolyn D. Jimenez ◽  
◽  
...  
Keyword(s):  
Stochastic Frontier Analysis ◽  
Group Membership ◽  
Stochastic Frontier ◽  
The Philippines ◽  
Farm Size ◽  
Cost Ratio ◽  
Frontier Analysis ◽  
Use Of Resources ◽  
The Government ◽  
Productivity And Competitiveness

A total of 124 garlic farmers were selected and interviewed to evaluate the productivity and competitiveness of garlic farming in Pasuquin, Ilocos Norte, Philippines. The Technical efficiency (TE) was estimated using a stochastic frontier analysis or SFA based on the Cobb-Douglas production functional form, while the competitiveness of local garlic production was determined based on the ratio between import parity price and domestic resource cost ratio. The mean TE was 81 percent while the estimated gamma value was 0.92. These values indicate that 92 percent of the variation in garlic output is due to inefficiency factors and that total garlic output can further be increased with efficient use of resources. The analysis further revealed that seed rate and insecticides were statistically significant production factors. The results also show that group membership, farm size, and distance to the farm-to-market road (FMR) were statistically significant. Inefficiency factors and distance to the FMR have positive relationships while group membership and farm size have negative relationships with the garlic output. Price and cost ratios show that garlic from Pasuquin, Ilocos Norte could not yet compete with imported garlic from China in 2018. However, simulations show that if the Philippines can increase its national average by at least 20 percent (4.08 mt/ ha), it can have a competitive advantage in garlic production. The results of the analyses highlight the need to revisit the output and input policies and programs of the government to increase the productivity and competitiveness of garlic farming in Ilocos Norte. These programs include investing in quality seed, joining farmers’ organizations, and providing better farming infrastructure.

scholarly journals Computing nonperforming loan prices in banking efficiency analysis

2021 ◽  
Author(s):  
Elisa Fusco ◽  
Bernardo Maggi
Keyword(s):  
Stochastic Frontier Analysis ◽  
Panel Study ◽  
Stochastic Frontier ◽  
Efficiency Analysis ◽  
Banking Efficiency ◽  
Frontier Analysis ◽  
Nonperforming Loans ◽  
European Banks ◽  
Regulatory Interventions ◽  
Recent Financial Crisis

AbstractWithin the framework of banking efficiency analysis, we propose a methodology for computing unobservable shadow prices for nonperforming loans (NPL). Our approach is to include NPL as an undesirable output variable in a distance function stochastic frontier analysis. We conduct a panel study of US and European banks during the most recent financial crisis by adopting a semi-nonparametric Fourier specification, which ensures convergence to the true values of both the estimated function and the related efficiency. Computing NPL prices has several advantages, such as identifying approaching crises, quantifying the responsibilities of governments and banks for credit risk and determining appropriate regulatory interventions.

Does household engagement in concurrent business affect the farm size-technical efficiency relationship in grain production?

2019 ◽  
Vol 11 (1) ◽  
pp. 125-142 ◽  
Author(s):  
Min Zhong ◽  
Yuchun Zhu ◽  
Qihui Chen ◽  
Tianjun Liu ◽  
Qihua Cai
Keyword(s):  
Technical Efficiency ◽  
Stochastic Frontier Analysis ◽  
Stochastic Frontier ◽  
Negative Relationship ◽  
Northern China ◽  
Farm Size ◽  
Farm Income ◽  
Content Type ◽  
Frontier Analysis ◽  
Two Factors

Purpose The purpose of this paper is to examine how households’ engagement in concurrent business (CB), which is measured by the contribution of off-farm income to household income, affects the farm size–technical efficiency (TE) relationship in Northern China. Design/methodology/approach This paper applies a stochastic frontier analysis method to analyze data on 1,006 rural households collected from four major wheat-producing provinces in Northern China, adopting a translog specification for the underlying production function. Findings The analysis yields three findings. First, the farm size–TE relationship is inverted U-shaped for all CB engagement levels higher than 5 percent, and the most technically efficient farm size increases with the level of household CB engagement. Second, how TE varies with the level of CB engagement depends on farm size: an inverted-U relationship for relatively small farms (<10μ), a positive relationship for middle-size farms (10–20μ), and a negative relationship for large farms (>20μ). Finally, the overall TE score, 0.88, suggests that wheat output can be increased by 12 percent in Northern China if technical inefficiency were eliminated. Originality/value Unlike most previous studies that examine the impacts of farm size and households’ off-farm business involvement separately, this paper examines how these two factors interact with each other.

scholarly journals Strategies to increase production efficiency in Indonesian Sharia commercial banks using Stochastic Frontier Approach (SFA)

2019 ◽  
Vol 21 (3) ◽  
pp. 379 ◽  
Author(s):  
Pratystya Ika Wardhani ◽  
Abdul Mongid
Keyword(s):  
Commercial Banks ◽  
Production Efficiency ◽  
Stochastic Frontier Analysis ◽  
Stochastic Frontier ◽  
Islamic Banks ◽  
Tobit Regression ◽  
Increase Production Efficiency ◽  
Frontier Analysis ◽  
Asset Quality

The purpose of this research is to examine the right strategy in increasing production efficiency in Sharia commercial banks in Indonesia. This research was conducted in two stages of testing. The first stage is estimating the level of production efficiency of Indonesian Islamic banks in 2010-2017 through the Stochastic Frontier Analysis (SFA) approach. The second stage uses Tobit regression to examine the relationship between the efficiency of production of sharia commercial banks with specific bank characteristics, including; LASSET, CAR, NPF, GCG, NOM and FDR. The results indicate that the level of production efficiency of sharia commercial banks is strongly influenced by several things. From the input side, optimization of DPK, PSC and LC components is needed to maximize production efficiency. This study also found that CAR (solvency performance), NPF (asset quality performance), NOM (profitability performance), and FDR (liquidity performance) greatly influenced variations in the efficiency of Indonesian Islamic banks. Improving the quality of financing supported by an increase in the operational system and the quality of human resources and began to concentrate on revenue sourced from services to be a solution that could be implied by Indonesian Islamic banks.

scholarly journals Dampak Program Sekolah Lapang Pengelolaan Tanaman Terpadu terhadap Efisiensi Teknis Usahatani Kedelai di Kabupaten Jember

2017 ◽  
Vol 2 (2) ◽  
pp. 141
Author(s):  
Indah Ibanah ◽  
Andriyono Kilat Adhi ◽  
Dwi Rachmina
Keyword(s):  
Technical Efficiency ◽  
Stochastic Frontier Analysis ◽  
Stochastic Frontier ◽  
Government Programs ◽  
Frontier Analysis ◽  
Soybean Production ◽  
Average Value ◽  
Production Factors ◽  
The Government ◽  
The Impact

<p>This study aimed to analyze the impact of Sekolah Lapang Pengelolaan Tanaman Terpadu (SLPTT) on technical efficiency soybean participants and non-participants farmers. SLPTT is one of the government programs in an effort to enhancement production and productivity of soybean through the process of learning the application of technology to the management of the use of farm inputs and integrated climate. The method used was the Stochastic Frontier Analysis (SFA) with a model of the Cobb-Douglas production function. Location research in Jember Regency, East Java.</p>The results show the factors that influence significantly to the enhancement in soybean production among others, land, seeds, chemical fertilizers, and pesticides liquid. Production factors most responsive to the enhancement in soybean production is the amount of seed used. The average level of technical efficiency of soybean farming both farmers SLPTT or non SLPTT in Jember Regency have technically efficient. However, farmers SLPTT has an average value of technical efficiency is higher than their non SLPTT, respectively worth 0.83 and 0.75. The sources that affect farmers' socio-economic enhancement of technical efficiency of soybean farming significantly among others, age, planting techniques, the use of VUB, mechanical control, and the number of counseling or SLPTT 2013.

Sign in / Sign up

Export Citation Format

Share Document