has regulatory reform had any impact on bank efficiency in indonesia a two stage analysis abstractmore than a decade following the severe economic crisis 1997 indonesia has undergone major regulatory changes in its banking industry this article examines the impact of these regulatory changes on the relative technical efficiency te of the indonesian banking industry employing data envelopment analysis dea and censored tobit regression model additionally the bootstrap approach of simar and wilson is employed to provide statistical properties to the dea efficiency score the findings show that the industry on average is inefficient over the period of analysis also state owned and foreign owned banks are found to be more efficient than any other group of banks finally the impact of regulatory reforms is generally positive and statistically significant

rural nonfarm employment and incomes in latin america overview and policy implications abstract rural nonfarm employment rnfe and incomes rnfi are crucial to latin american rural households the 11 rural household income studies in this volume reviewed in this paper use 1990s data and show that rnfi averages 40 of rural incomes rnfi and rnfe have grown quickly over the past three decades the review of evidence provided some surprising departures from traditional images of nonfarm activities of latin american rural households in terms of shares of rural incomes 1 nonfarm wage incomes exceed self employment incomes 2 rnfi far exceeds farm wage incomes 3 local rnfi far exceeds migration incomes 4 service sector rnfi far exceeds manufactures rnfi these findings suggest the need for more development program attention to wage employment in the service sector versus the traditional focus on small enterprise manufactures moreover poor households and zones tend to have higher shares in their incomes but lower absolute levels of rnfi as compared to richer households and zones the rnfe of the poor tend to be the low paid nonfarm equivalent of semi subsistence farming raising the capacity of the poor to participate in the better paid types of rnfe is crucial via employment skills training education infrastructure credit finally rnfe has grown fastest and been most poverty alleviating where there are dynamic growth motors in particular in the agricultural sector but also in tourism links to urban areas mining and forestry this means that developing rnf jobs cannot be done at the expense of programs promoting agricultural development

the highs and lows of the minimum wage effect a time series cross section study of the canadian law we examine the effects of minimum wage legislation in canada over the period 1975 93 for teenagers we find that a 10 increase in the minimum wage is associated with roughly a 2 5 decrease in employment we also find that this result is driven by low frequency variation in the data at high frequencies the elasticity is positive and insignificant the difference in the elasticity across the bandwidth has implications for the interpretation of employment dynamics as a result of minimum wage policy and experimental design in minimum wage studies it also provides a simple reconciliation of the new minimum wage research which reports very small negative or positive elasticities

a comparative study of efficiency in european banking this paper investigates whether there has been an improvement in and convergence of productive efficiency across european banking markets since the creation of the single internal market using efficiency measures derived from dea estimation the determinants of european bank efficiency are evaluated using the tobit regression model approach the established literature on modelling the determinants of bank efficiency is then extended by recognizing the problem of the inherent dependency of dea efficiency scores when used in regression analysis to overcome the dependency problem a bootstrapping technique is applied overall the results suggest that since the eu s single market programme there has been a small improvement in bank efficiency levels although there is little evidence to suggest that these have converged the results also suggest that inference on the determinants of bank efficiency drawn from non bootstrapped regression analysis may be biased and misleading

the nonparametric risk adjusted efficiency measurement an application to taiwan s major rural financial intermediaries in this article a nonparametric approach is used to incorporate risk into the measurement of technical efficiencies of the major financial intermediaries in rural taiwan risk is treated as a joint but undesirable output given the fact that various regulatory actions may prevent its free disposability three risk indicators nonperforming loans allowance for loan losses and risky assets are employed alternatively in the empirical work results suggest that all three risk constraints are binding regulations on controlling risky assets and loan loss reserves are effective but more burdensome than those on controlling loan quality

a cross country comparison of rural income generating activities summary this paper uses a newly constructed cross country database composed of comparable income aggregates to examine the full range of income generating activities carried out by rural households the analysis paints a clear picture of multiple activities across rural space in countries on all four continents though less so in the included african countries for most countries the largest share of income stems from off farm activities and the largest share of households has diversified sources of income diversification not specialization is the norm nevertheless agricultural sources of income remain critically important for rural livelihoods in all countries

super efficiency evaluations based on potential slack abstract super efficiency evaluations are introduced along the lines of the potential improvements approach in journal of productivity analysis 12 1999 233 both a reference selection and a related super efficiency index are defined the new potential slack super efficiency index is compared to a farrell based super efficiency index as in management science 39 1993 1261 with respect to convex envelopment technologies

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

hedonic based labor supply substitution and the ripple effect of minimum wages this paper analyzes a new explanation of the ripple effect of minimum wages based on how minimum wages affect hedonic compensation minimum wage hikes lower compensating differentials at low skil

note ranking dmus with infeasible super efficiency dea models it has been suggested in the data envelopment analysis dea literature that it is impossible to obtain a full ranking of decision making units dmus when infeasible subproblems arise in the so called super efficiency dea models under different returns to scale rts assumptions other than constant returns to scale crs andconsequently the application of the super efficiency dea models under different rts conditions other than crs should be restricted the implications of the infeasibility in super efficiency dea models with respect to the efficiency ranking of the dmus is explored based on the analysis we show that it is still possible to obtain the full ranking of the entire observation set when infeasibilities arise in super efficiency dea models

efficiency and risk in taiwan banking sbm super dea estimation in this study we adopt the two data envelopment analysis dea methods including banker charnes cooper bcc and slacks based measure sbm super efficiency to investigate whether a bank s technical efficiency index s results incorporating account risk and not incorporating account risk differ significantly the information is obtained from 43 taiwanese banks for the period 1998 to 2002 we also employ the nonradial and slacks based malmquist total factor productivity tfp index to measure the impact of productivity change on the panel data our empirical results from the dea approach are summarized as follows 1 loan quality factors have an impact on a bank s efficiency in general the bank with a higher degree of problem loans drops down its efficiency by incorporating account risk however the bank with a lower degree of problem loans increases its efficiency by incorporating account risk 2 super efficiency provides a good framework for ranking efficient units 3 based on the nonradial an

using evidence of household income diversification to inform study of the rural nonfarm labor market in africa abstract the labor market literature in developing countries has seldom drawn on the studies of rural household income diversification this paper draws on such studies to inform future study of the rural nonfarm labor market in africa the review of evidence provides some surprising departures from traditional images of nonfarm activities of rural households among the most striking is the dominant importance in the majority of case study areas of nonfarm wage labor as compared to self employment of nonfarm sector earnings as compared to farm sector wage earnings and of local nonfarm earnings as compared to migration earnings the most worrying finding was the poor distribution of nonfarm earnings in rural areas despite the importance of these earnings to food security and farm investments this poor distribution implies significant entry barriers and market segmentation it is probable that this will lead over time to an increasingly skewed distribution of land and other assets in rural africa

the dominance of inefficiencies over scale and product mix economies in banking abstract this study measures and analyzes inefficiencies for all u s banks in 1984 inefficiencies are measured relative to a thick frontier cost function and are found to dominate measured scale and product mix economies most inefficiencies are operational in nature involving the overuse of physical inputs rather than financial involving overpayment of interest also technical inefficiencies proportionate overuse of all inputs dominate allocative inefficiencies improper mix of inputs these results suggest that competitive pressures in banking from deregulation will be focused primarily on banks that do not control costs rather than on those of a particular size or product mix

a study of bank efficiency taking into account risk preferences abstract i use the stochastic cost frontier approach to investigate efficiency of banks operating in the third federal reserve district accounting for the quality and riskiness of bank output in addition to the mean and mode of the conditional distribution of the one sided error term i calculate confidence intervals for the inefficiency measures based on the conditional distribution the results indicate that third district banks are operating at cost efficient output levels and product mixes but are not efficiently using their inputs the second part of the article relates the inefficiency measures to several correlates

where the minimum wage bites hard introduction of minimum wages to a low wage sector between 1993 and april 1999 there was no minimum wage in the united kingdom except in agriculture in this paper we study the effects of the introduction of a national minimum wage nmw in april 1999 on one heavily affected sector the residential care homes industry this sector contains a large number of low paid workers and as such can be viewed as being very vulnerable to minimum wage legislation we look at the impact on both wages and employment our results suggest that the minimum wage raised the wages of a large number of care home workers causing a very big wage compression of the lower end of the wage distribution thereby strongly reducing wage inequality there is some evidence of employment and hours reductions after the minimum wage introduction though the estimated effects are not that sizable given how heavily the wage structure was affected

job polarization in europe the structure of employment is always changing and economists are always trying to understand those changes in the 1990s the idea of skill biased technological change sbtc was used to understand the shift in employment toward more educated workers see david h autor and lawrence f katz 1999 for a survey however in recent years it has become appar ent that a more nuanced approach is needed the idea of sbtc might lead one to predict a uni form shift in employment away from low skilled and toward high skilled occupations but studies for the united states autor katz and melissa s kearney 2006 and the united kingdom goos and manning 2007 have shown that there is growth in employment in both the high est skilled professional and managerial and lowest skilled personal services occupations with declining employment in the middle of the distribution manufacturing and routine office jobs this is what goos and manning 2007 term job polarization although see the introduc tion to goos and manning 2007 for antecedents of these ideas there are several hypotheses about the rea sons for job polarization first the routiniza tion hypothesis first put forward by autor frank levy and richard murnane 2003 sug gests that the effect of technological progress is to replace routine labor which tends to be clerical and craft jobs in the middle of the wage distribution second there is the view that globalization in general and offshoring in par ticular is an important source of change in the job structure in the richest countries see for example alan s blinder 2007 third there may be a link between job polarization and

wage shocks and the technological substitution of low wage jobs we extend the task based empirical framework used in the job polarization literature to analyze the susceptibility of low wage employment to technological substitution we nd that increases in the cost of low wage labor via minimum wage hikes lead to relative employment declines at cognitively routine occupations but not manuallyroutine or non routine low wage occupations this suggests that low wage routine cognitive tasks are susceptible to technological substitution while the short run em

are scale economies in banking elusive or illusive evidence obtained by incorporating capital structure and risk taking into models of bank production abstract this paper explores how to incorporate banks capital structure and risk taking into models of production in doing so the paper bridges the gulf between 1 the banking literature that studies moral hazard effects of bank regulation without considering the underlying microeconomics of production and 2 the literature that uses dual profit and cost functions to study the microeconomics of bank production without explicitly considering how banks production decisions influence their riskiness various production models that differ in how they account for capital structure and in the objectives they impute to bank managers cost minimization versus value maximization are estimated using u s data on highest level bank holding companies modeling the bank s objective as value maximization conveniently incorporates both market priced risk and expected cash flow into managers ranking and choice of production plans estimated scale economies are found to depend critically on how banks capital structure and risk taking are modeled in particular when equity capital in addition to debt is included in the production model and cost is computed from the value maximizing expansion path rather than the cost minimizing path banks are found to have large scale economies that increase with size moreover better diversification is associated with larger scale economies while increased risk taking and inefficient risk taking are associated with smaller scale economies

minimum wage effects throughout the wage distribution this paper provides evidence on a wide set of margins along which labor markets can adjust in response to increases in the minimum wage including wages hours employment and ultimately labor income not surprisingly the evidence indicates that low wage workers are most strongly affected while higher wage workers are little affected workers who initially earn near the minimum wage experience wage gains nevertheless their hours and employment decline and the combined effect of these changes on earned income suggests adverse consequences on net for low wage workers

financial liberalization and bank efficiency a comparative analysis of india and pakistan this paper provides a comparative analysis of the evolution of the technical efficiency of commercial banks in india and pakistan during 1988 1998 a period characterized by far reaching changes in the banking industry brought about by financial liberalization data envelopment analysis is applied to two alternative input output specifications to measure technical efficiency and to decompose technical efficiency into its two components pure technical efficiency and scale efficiency the consistency of the estimated efficiency scores are checked by examining their relationship with three traditional non frontier measures of bank performance in addition the relationship between bank size and technical efficiency is examined it is found that the overall technical efficiency of the banking industry of both countries improved gradually over the years especially after 1995 unlike public sector banks in india public sector banks in pakistan witnessed improvement in scale efficiency only it is also found that banks are relatively more efficient in generating earning assets than in generating income this is attributed to the presence of high non performing loans in addition it is found that the gap between the pure technical efficiency of different size groups has declined over the years

minimum wage effects on employment substitution and the teenage labor supply evidence from personnel data using personnel data from a large us retail firm i examine the firm s response to the 1996 federal minimum wage increase compulsory increases in average wages had negative but statistically insignificant effects on overall employment however increases in the relative wages of teenagers led to significant increases in the relative employment of teenagers especially younger and more affluent teenagers further analysis suggests a pattern consistent with noncompetitive models where the legislation affected mainly the wages of teenagers and so was only moderately binding it led both to higher teenage labor market participation and to higher absolute employment of teenagers

the impact of liberalization on the productive efficiency of indian commercial banks abstract we examine the productive efficiency of 70 indian commercial banks during the early stages 1986 1991 of the ongoing period of liberalization we use data envelopment analysis to calculate radial technical efficiency scores we then use stochastic frontier analysis to attribute variation in the calculated efficiency scores to three sources a temporal component an ownership component and a random noise component we find publicly owned indian banks to have been the most efficient followed by foreign owned banks and privately owned indian banks we also find a temporal improvement in the performance of foreign owned banks virtually no trend in the performance of privately owned indian banks and a temporal decline in the performance of publicly owned indian banks we attempt to explain these patterns in terms of the government s evolving regulatory policies

off farm labour allocation decisions in small scale rural households in zimbabwe the double hurdle model is used to analyse the off farm labour decisions of small scale agricultural household members in the shamva district of zimbabwe the approach permits the joint modelling of the decision to participate in the labour market and the decision regarding the amount of time allocated to work results indicate that a number of variables notably gender education and assets indeed have effects which are qualitatively and quantitatively different in terms of participation and hours worked overall the empirical analysis confirms the importance of individual characteristics such as gender and education and household farm characteristics e g land area accessible to the household productive assets remittances and the agricultural terms of trade in influencing the labour market decisions of rural household members

determinants of income diversification amongst rural households in southern mali abstract household level panel data from a representative sample of rural households in southern mali describing the different sources of household income are used to examine the determinants of income diversification a conditional fixed effects logit model is employed in the analysis to control for household specific effects we find evidence that poorer households have fewer opportunities in non cropping activities such as livestock rearing and non farm work and hence less diversified incomes this appears to reflect their relative lack of capital which makes it difficult for them to diversify away from subsistence agriculture the results also indicate that households in remote areas are less likely to participate in the non cropping sector than their counterparts closer to local markets while households with educated heads are more likely to participate in the non farm sector than those with illiterate heads the significance of entry constraints in explaining portfolio diversification suggests that the role of government in making assets as well as improved infrastructure available to poorer households is still essential in promoting income diversification

effects of the minimum wage on employment dynamics the voluminous literature on minimum wages offers little consensus on the extent to which a wage floor impacts employment we argue that the minimum wage will impact employment over time through changes in growth rather than an immediate drop in relative employment levels we show that commonly used specifications in this literature especially those that include state specific time trends will not accurately capture these effects using three separate state panels of administrative employment data we find that the minimum wage reduces job growth over a period of several years this finding is supported using several empirical specifications

technical change organizational form and the structure of bank production of those technological characteristics related to the nature of competition among firms in an industry or market scale economies and technical change are especially important economies of scale are said to exist when an equiproportional increase in all inputs results in a greater than proportional increase in output or equivalently when an increase in output at constant input prices leads to a less than proportional increase in total costs thus average costs decline as output expands depending upon the extent to which costs decline as output increases regulation of the firms in the industry may be necessary l the literature analyzing scale economies in commercial banking is voluminous the early studies on scale economies in banking include those by benston 1965 1972 greenbaum 1967 murphy 1972 and bell and murphy 1968 more recent studies include those by benston hanweck and humphrey 1982 and clark 1984 2 this literature has established that mild scale economies exist in bank

technical scale and allocative efficiencies in u s banking an empirical investigation a nonparametric frontier approach is used to calculate the overall technical pure technical allocative and scale efficiencies for a sample of 322 independent banks the sample was drawn from the federal deposit insurance corporation tapes on the reports of condition and reports of income call reports for the year 1986 the results indicated a low level of overall efficiency the main source of inefficiency was technical in nature rather than allocative separate efficiency frontiers were constructed to test the effect of branching however the distributions of efficiency measures for branching and non branching banks were not found to be different

participation and returns in rural nonfarm activities evidence from the kyrgyz republic this article uses two representative household budget surveys from the kyrgyz republic to analyze factors influencing participation and returns from different types of nonfarm activities in 2005 and 2006 we use the double hurdle and heckman models which allow us to demonstrate that a number of variables has different effects on participation and income from nonfarm activities for example residing in remote areas and lack of capital are found to stimulate participation in nonfarm activities but decrease nonfarm income results are robust but using the heckman model seems to produce more accurate results for returns to education and gender under the presence of selection bias overall nonfarm activities are found to be most important for the poor who are pushed out of agriculture due to limited and poor land resources this indicates that equipping poor households to enable them to move towards better remunerative nonfarm activities should be a priority for kyrgyz rural policy makers

a non radial malmquist productivity index with an illustrative application to chinese major industries abstract data envelopment analysis dea measures the relative efficiency of peer units when multiple outputs and inputs are present dea based malmquist productivity index measures the technical and productivity changes over time the current study extends the malmquist productivity index into a non radial index where the decision maker s preference over performance improvement can be incorporated the non radial malmquist productivity index eliminates possible inefficiency represented by the non zero slacks the method is applied to measure the productivity change of three chinese major industries textiles chemicals and metallurgicals during four five year plan periods the paper shows how dea based malmquist productivity index can be employed to evaluate the technology and productivity changes resulted from the economic development plans the paper also shows the importance of using the non radial malmquist productivity index

firm efficiency and the regulatory closure of s ls an empirical investigation this paper uses a two step methodology to examine the relationship between firm inefficiency and the regulatory closure of savings and loans s ls in the first step using multiproduct translog stochastic cost frontiers the authors estimate inefficiency scores separately for mutual and stock s ls operating in the southwest in 1988 they use the inefficiency scores in second step logit models to identify determinants of regulatory closure for both mutual and stock s ls the authors find a significant positive relationship between firm inefficiency and regulatory closure they also find a greater probability of closure for s ls in economically depressed states copyright 1993 by mit press

the spending and debt response to minimum wage hikes abstract immediately following a minimum wage hike household income rises on average by about 250 per quarter and spending by roughly 700 per quarter for households with minimum wage workers most of the spending response is caused by a small number of households who purchase vehicles furthermore we find that the high spending levels are financed through increases in collateralized debt our results are consistent with a model where households can borrow against durables and face costs of adjusting their durables stock jel d12 d14 d91 j38

evaluating the cost efficiency of the italian banking system what can be learned from the joint application of parametric and non parametric techniques abstract research on bank efficiency has developed in two separate streams econometric studies and data envelopment analysis a linear programming technique these two branches of literature have developed quickly but separately in this paper these two approaches have been tested on a common panel of 270 italian banks and this has suggested the following i econometric and linear programming results do not differ dramatically when based on the same data and conceptual framework ii when differences arise they can be explained by going back to the intrinsic features of the models moreover some findings on italian banks may be of interest also to the international reader i efficiency scores show a high variance ii the banking system is split in two between northern and southern banks iii there is a direct rather than inverse relationship between productive efficiency and asset quality iv the efficiency of italian banks did not increase over the period 1988 1992

are the effects of minimum wage increases always small new evidence from a case study of new york state the authors estimate the effect of the 2004 6 new york state nys minimum wage increase from 5 15 to 6 75 per hour on the employment rates of 16 to 29 year olds who do not have a high school diploma using data drawn from the 2004 and 2006 current population survey they employ difference in difference estimates to show that the nys minimum wage increase is associated with a 20 2 to 21 8 reduction in the employment of less skilled less educated workers with the largest effects on those aged 16 to 24 their estimates imply a median employment elasticity with respect to the minimum wage of around 0 7 large relative to previous researchers estimates the authors findings are robust to their choice of geographically proximate comparison states the use of a more highly skilled within state comparison group and a synthetic control design approach moreover their results provide plausible evidence that state minimum wage increases can have substantial adverse labor demand effects for low skilled i

explaining women s success technological change and the skill content of women s work the closing of the gender wage gap is an ongoing phenomenon in industrialized countries however research has been limited in its ability to understand the causes of these changes due in part to an inability to directly compare the work of women to that of men in this study we use a new approach for analyzing changes in the gender pay gap that uses direct measures of job tasks and gives a comprehensive characterization of how work for men and women has changed in recent decades using data from west germany we find that women have witnessed relative increases in non routine analytic tasks and non routine interactive tasks which are associated with higher skill levels the most notable difference between the genders is however the pronounced relative decline in routine task inputs among women with little change for men these relative task changes explain a substantial fraction of the closing of the gender wage gap our evidence suggests that these task changes are driven at least in part by technological change we also show that these task changes are related to the recent polarization of employment between low and high skilled occupations that we observed in the 1990s

why unions reduce wage inequality a theory of domino effects numerous empirical studies show that unions reduce wage differences i demonstrate that their motive might be a mix of fairness and strategy maximizing the use of union bargaining power in the presence of efficiency wages unions can push primarily for raising the lowest wages and still not sacrifice higher wages much if the employers themselves increase higher wages to protect efficiency enhancing wage differences if these domino effects are strong enough then an egalitarian wage policy might even increase the median wage

household strategies and rural livelihood diversification this article reviews the recent literature on diversification as a livelihood strategy of rural households in developing countries with particular reference to sub saharan africa livelihood diversification is defined as the process by which rural families construct a diverse portfolio of activities and social support capabilities in order to survive and to improve their standards of living the determinants and effects of diversification in the areas of poverty income distribution farm output and gender are examined some policy inferences are summarised the conclusion is reached that removal of constraints to and expansion of opportunities for diversification are desirable policy objectives because they give individuals and households more capabilities to improve livelihood security and to raise living standards

technical efficiency and scale efficiency in the italian banking sector a non parametric approach measures of technical and scale efficiencies are derived in the italian banking industries by implementing non parametric data envelopment analysis on a cross section of 174 italian banks taken in 1991 the methodology of the parametric and non parametric approaches to measure efficiency are discussed the existence of both technical and allocative efficiency is established this result is robust to modifications in the specification of inputs and outputs suggested by the intermediation approach and by the asset approach in implementing both the intermediation and the asset approach the traditional specification of inputs is modified to allow an explicit role for financial capital in addition regression analysis is used on a bank specific measure of inefficiency to investigate determinants of banks efficiency efficiency is best explained by productive specialization size and to a lesser extent by location