financial markets and growth the last five years have witnessed a resurgence of interest in the relationship between financial intermediation and economic growth this issue had been extensively studied nearly two decades earlier by goldsmith 1969 mckinnon 1973 shaw 1973 and others who produced considerable evidence that financial development correlates with growth but their work though insightful lacked analytical foundations in traditional growth theory financial intermediation could be related to the level of the capital stock per worker or to the level of productivity but not to their respective growth rates the latter were ascribed to exogenous technical progress the recent revival of interest in the link between financial development and growth stems mainly from the insights and techniques of endogenous growth models which have shown that there can be self sustaining growth without exogenous technical progress and that the growth rate can be related to preferences technology income distribution and institutional arrangements this provides the theoretical underpinning that early contributors lacked tinancial intermediation can be shown to have not only level effects but also growth effects the resulting models have offered important insights into the effect of financial development on growth and vice versa they have also provided new impetus to empirical research on these issues this paper reviews the ground covered so far on the theoretical and empirical front and points to some still unresolved issues

financial intermediation and endogenous growth an endogenous growth model with multiple assets is developed agents who face random future liquidity needs accumulate capital and a liquid but unproductive asset the effects of introducing financial intermediation into this environment are considered conditions are provided under which the introduction of intermediaries shifts the composition of savings toward capital causing intermediation to be growth promoting in addition intermediaries generally reduce socially unnecessary capital liquidation again tending to promote growth

the financial development and growth nexus a meta analysis this is the accepted manuscript the final version is available from wiley at http onlinelibrary wiley com doi 10 1111 joes 12086 abstract

sources of stagnation in sub saharan africa abstract this paper investigates the sources of economic stagnation in sub saharan africa during the 1970s several policy variables are considered as well as a set of environmental variables which include climate violence export prices and other exogenous factors the paper uses statistical analysis in an attempt to identify the relative importance of the policy variables and the environmental variables taken as groups it also seeks to identify particular policy variables which seem to have been most significant in determining growth outcomes the technique employed for investigation is reduced form econometric estimation in a preliminary analysis the impact of the international trade environment on average economic performance in africa during the period since independence is investigated the results suggest an extremely close relationship between movements in export prices and average performance throughout the 20 year period a second econometric exercise investigates the joint impacts of environmental and policy variables on growth in a cross section of african states since 1970 the spirit of the approach is exploratory and a relatively large number of variables are constructed and tested through multivariate analysis a primary finding is that the environmental variables seem to have had more impact on growth as a group than the policy variables this finding must be qualified however by the continuing lack of some important policy variables agricultural price data have not yet become available in sufficient quantity for cross section analysis nor have several important human resource variables and indices of the use of resources in the public domain among the policy variables which have been used for the analysis those identified with retrenchment during periods of declining commodity prices seem most significant primary among these are the real effective exchange rate and some measures of effectiveness in foreign exchange reallocation during periods when imports must contract severely in the final section of the paper the cross section results are used for a counterfactual analysis of the growth experiences of individual african states measures of growth opportunity cost are constructed which suggest the degree to which errors in management and uncontrollable circumstances have held states below their potential growth paths the results suggest that some success stories may owe much to good luck while some failures may well be due less to bad management than to adverse circumstances

order quantity and timing flexibility in supply chains the role of demand characteristics we study how differences in product demand characteristics affect the strategic value of different types of supply chain flexibility for accurate response we propose a single period inventory modelling framework with two ordering opportunities the second order reflects updated demand information and potentially capitalizes on supply chain flexibility we consider two complementary forms of flexibility quantity flexibility in production and timing flexibility in scheduling in this framework we analyze the total inventory cost of a firm for alternate demand types we model functional products through the standard assumption of independent demand over the period fashion driven innovative products through a bayesian model and innovative products with evolving demand through a martingale process the three demand processes exhibit very different behavior with respect to the value of the alternate forms of flexibility we observe that quantity flexibility is of moderate value for functional goods and of high value for fashion driven products for all lead times quantity flexibility is of low value for goods with evolving demand with long lead times but of high value for short lead times alternately we observe timing flexibility is of highest value for functional goods especially for cases of high holding cost and is of lesser value for fashion driven goods it is of least value for goods with evolving demand both quantity and timing flexibility capabilities are required to significantly reduce the relevant supply chain costs for evolving demand innovative goods when the lead times are long

integrating replenishment decisions with advance demand information there is a growing consensus that a portfolio of customers with different demand lead times can lead to higher more regular revenues and better capacity utilization customers with positive demand lead times place orders in advance of their needs resulting inadvance demand information this gives rise to the problem of finding effective inventory control policies under advance demand information we show that state dependent s s and base stock policies are optimal for stochastic inventory systems with and without fixed costs the state of the system reflects our knowledge of advance demand information we also determine conditions under which advance demand information has no operational value a numerical study allows us to obtain additional insights and to evaluate strategies to induce advance demand information

stock markets banks and growth panel evidence this paper investigates the impact of stock markets and banks on economic growth using a panel data set for the period 1976 98 and applying recent gmm techniques developed for dynamic panels on balance we find that stock markets and banks positively influence economic growth and these findings are not due to potential biases induced by simultaneity omitted variables or unobserved country specific effects

financial development and economic growth a meta analysis we analyze 1334 estimates from 67 studies that examine the effect of financial development on economic growth taken together the studies imply a positive and statistically significant effect but the individual estimates vary widely we find that both research design and heterogeneity in the underlying effect play a role in explaining the differences in results studies that do not address endogeneity tend to overstate the effect of finance on growth while the effect seems to be weaker in less developed countries the effect decreases worldwide after the 1980s our results also suggest that stock markets support faster economic growth than other financial intermediaries

participating in african monetary unions an alternative evaluation abstract this paper complementary to that of devarajan and de melo deals with the development strategies and performances of 12 franc zone african countries 11 of them gathered in two monetary unions during 1960 1981 beside the actual rate of growth the relative growth performance is considered this performance measured as a residual of a regression on exogenous factors factors independent of economic policy appears to be close to the average performance of other developing countries and better than that of other african countries the results are explained by the direct influence of the foreign exchange regime of the zone and by its impact on economic policy economic policies of individual countries show however some substantial degree of autonomy

industry growth and capital allocation does having a market or bank based system matter are market based or bank based financial systems better at financing the expansion of industries that depend heavily on external finance facilitating the formation of new establishments and improving the efficiency of capital allocation across industries we find evidence for neither the market based nor the bank based hypothesis while legal system efficiency and overall financial development boost industry growth new establishment formation and efficient capital allocation having a bank based or market based system per se does not seem to matter much

the economic impact of agricultural extension a review the history of economic development shows that few countries have achieved sustained economic growth without first or simultaneously developing their agricultural sector in most developing countries agriculture is the most important economic activity providing income employment and foreign exchange without an efficient agricultural sector a country is severely constrained in its ability to feed itself or import foreign products for domestic consumption and development rapid technological advances in agriculture have occurred since world war ii these advances have induced great changes in agricultural production and also highlighted the importance of a rapid and efficient transfer of advanced knowledge to the farmer when farmers become aware of the availability of new technology they may have inaccurate perceptions of the related costs and benefits as information availability may be limited as farmers decisions are based on their perceptions their resource allocation and technology choice will deviate from the social optimum if perceptions do not coincide with the correct attributes of the technology both society and the farmers as individuals would gain from improved information and theoretically there should exist a market for information however information on improved agricultural technology is often a public good because the provider of the information cannot exclude other potential users from free access to information provided to one user and the value of the information is not directly affected by the number of users while many instances of market activities in various aspects of agricultural information are observed e g specialized information on pest man

modelling imperfect advance demand information and analysis of optimal inventory policies we consider an inventory control problem where it is possible to collect some imperfect information on future demand we refer to such information as imperfect advance demand information adi which may occur in different forms of applications a simple example is a company that uses sales representatives to market its products in which case the collection of sales representatives information as to the number of customers interested in a product can generate an indication about the future sales of that product hence it constitutes imperfect adi other applications include internet retailing vendor managed inventory vmi applications and collaborative planning forecasting and replenishment cpfr environments we develop a model that incorporates imperfect adi with ordering decisions under our system settings we show that the optimal policy is of order up to type where the order level is a function of imperfect adi we also provide some characterizations of the optimal solution we develop an expression for the expected cost benefits of imperfect adi for the myopic problem our analytical and empirical findings reveal the conditions under which imperfect adi is more valuable

income inequality and financial reform in asia the role of human capital we investigate whether financial reform can reduce income inequality in asia with particular emphasis on the role of human capital extending galor and zeira 1993 we demonstrate that financial reform is effective in reducing income inequality and the effect is more profound in a country with higher human capital using the data for 18 countries in asia the region with the most promising financial reform we confirm our theoretical finding in addition among disaggregated financial reforms lift of credit control better banking supervision and security market development seem to be significantly associated with reduction of income inequality

financial determinants of domestic investment in sub saharan africa evidence from panel data abstract this study investigates the effects of financial development on domestic investment in a sample of 30 sub saharan african countries it is based on a dynamic serial correlation investment model including various indicators of financial development controlling for country specific fixed effects and nonfinancial factors of investment the results indicate a positive relationship between domestic investment total investment and private investment and various indicators of financial development higher financial development leads to higher future levels of investment implying a potent long run effect of financial development on domestic investment the findings imply that financial development can stimulate economic growth through capital accumulation

a wavelet analysis of capital markets integration in latin america the continuous wavelet transform analysis may provide a rich and flexible framework for the analysis of time series which exhibit less stable statistical properties such as the ones describing the dynamic trajectory of capital markets in contrast to the fourier analysis wavelet transform preserves information on both time and frequency we provide a summary of the most important features of this framework by involving the concept of coherence as well as its partial and multiple forms we analyse the connections between santiago stock exchange mexican stock exchange and bm fbovespa sao paulo stock exchange for a time span which covers the 23 september 2003 12 march 2014 period we highlight the existence of several significant forces of regional integration and of a short to medium run synchronization process between these markets we conclude that deeper structural and institutional reforms are required in order to enhance the sustainable development and more profound integration of these markets

is the relationship between financial development and economic growth monotonic evidence from a sample of middle income countries summary we revisit the relationship between financial development and economic growth in a panel of 52 middle income countries over the 1980 2008 period using pooled mean group estimations in a dynamic heterogeneous panel setting we show that there is an inverted u shaped relationship between finance and growth in the long run in the short run the relationship is insignificant this suggests that too much finance can exert a negative influence on growth in middle income countries the finding of a non monotonic effect of financial development on growth is confirmed by estimating a threshold model

does agricultural extension pay a case study for a new crop lupins in western australia abstract compared to studies evaluating the benefits from agricultural research there are relatively few empirical studies of the net economic benefits of agricultural extension and even fewer that consider both public and private sector extension effort in this study we examine regional differences in the adoption of lupins in western australia wa in order to estimate the net economic benefits of public and private sector extension impacts of extension and other variables on adoption were analysed for 40 shires using multivariate regression analysis the results suggest that both public and private extension activities influenced farmer uptake of lupins particularly by bringing forward the start time of the diffusion curve economic benefits of extension based on the statistical analysis were combined with costs of extension estimated from public sector records and surveys of private sector extension agents and used to estimate the net present value of extension investments by the public and private sectors in the study area

adoption of agricultural innovations in developing countries a survey this paper reviews various studies which have provided a description and possible explanation to patterns of innovation adoption in the agricultural sector the survey points out that the tendency of many studies to consider innovation adoption in dichotomous terms adoption nonadoption may not be appropriate in many cases where the actual decisions are defined over a more continuous range more attention needs to be given to the socio cultural and institutional environment in area studies so that their interrelation with economic factors affecting adoption can be inferred the presence of several interrelated innovations is another aspect that needs to be considered more carefully in future research since a number of simultaneous decisions may be involved furthermore the possibility of regular sequential patterns in adopting components of a new technological package should be specifically addressed in future studies finally the impact of differential adoption rates on land holding distribution merits attention in future research

optimal policies for multiechelon inventory problems with markov modulated demand this paper considers a multistage serial inventory system with markov modulated demand random demand arises at stage 1 stage 1 orders from stage 2 etc and stage n orders from an outside supplier with unlimited stock the demand distribution in each period is determined by the current state of an exogenous markov chain excess demand is backlogged linear holding costs are incurred at every stage and linear backorder costs are incurred at stage 1 the ordering costs are also linear the objective is to minimize the long run average costs in the system the paper shows that the optimal policy is an echelon base stock policy with state dependent order up to levels an efficient algorithm is also provided for determining the optimal base stock levels the results can be extended to serial systems in which there is a fixed ordering cost at stage n and to assembly systems with linear ordering costs

aid and growth in sub saharan africa the recent experience abstract this paper presents some quantitative evidence on the relationship between foreign aid and economic growth in the low income countries of sub saharan africa two key findings are presented first aid is positively and significantly correlated with investment and economic growth in africa second fix capital formation contributed to the rate of growth this result which emerges from analyzing time series data is somewhat surprising given the disappointing performance of african countries since the early 1970s

inventory control with limited capacity and advance demand information manufacturers make production decisions and carry inventory to satisfy uncertain demand when holding and shortage costs are high carrying inventory could be even more expensive for acapacitated production system recent developments in information technology and sales strategies enabled firms to acquire collect or induce advance demand information we address a periodic review stochastic capacitated finite and infinite horizon production system faced by a manufacturer who has the ability to obtain advance demand information we establish optimal policies and characterize their behavior with respect to capacity fixed costs advance demand information and the planning horizon with a numerical study we quantify the value of advance demand information and additional capacity for specific problem instances we illustrate how advance demand information can be a substitute for capacity and inventory

monetary co operation and economic growth in africa comparative evidence from the cfa zone countries this article compares economic growth performance of ten african countries all members of the cfa monetary zone with that of 23 non zone sub saharan african ssa countries our descriptive results suggest that overall african economies have experienced similar growth trends which are higher in the 1970s than the 1980s however contrary to previous studies disaggregated comparison of the cfa with the ssa indicate that no significant growth differences exist between these economies moreover our empirical findings suggest that monetary expansion and capital formation have positive impacts on output growth whereas inflation and government spending show negative effects in sum although participating in a monetary union has not necessarily resulted in faster output growth it has enabled the cfa countries to better control price fluctuations and monetary expansion

financial development and growth in sub saharan africa do legal origin and cfa membership matter this article examines whether relations between legal origin financial development and economic growth that hold worldwide hold in british and french legal origin sub saharan africa ssa as well we also test for the differential impacts on financial development and on growth of communaute financiere africaine cfa currency union membership within french legal origin ssa our panel regressions and descriptive measures agree with the findings of british legal origin advantage with respect to financial development in addition financial development contributes positively to economic growth in british legal origin ssa as it does worldwide within french legal origin ssa we find that currency union constraints tend to hinder financial development in cfa countries beyond the negative impacts of french legal origin moreover contributions to the growth of various indicators of financial development in french legal origin ssa are negative or insignificant irrespective of cfa membership

role of education and extension in the adoption of technology a study of upland rice and soybean farmers in central west brazil strauss j barbosa m teixeira s thomas d and junior r g 1991 role of education and extension in the adoption of technology a study of upland rice and soybean farmers in central west brazil agric econ 5 341 359 this paper explores reduced form determinants of the adoption of certain technologies by upland rice and soybean farmers in the center west region of brazil we merge community level data on the availability and quality of publicly provided infrastructure principally extension to the farm level data containing information on farmer human capital as well as land quantity and quality by using community level measures of availability and quality of extension we avoid problems of endogeneity of farm level measures of extension use we find positive impacts of farmer education on the diffusion process in accordance with other studies we also isolate effects of the quality in regional extension investment as measured by the average experience of technical extension staff these results indicate that investments in human capital of extension workers does have a payoff in terms of farmer adoption of improved cultivation practices

financialisation and capital accumulation in the non financial corporate sector a theoretical and empirical investigation on the us economy 1973 2003 recent research has explored the growing financialization process in the u s and other advanced economies the term is a catch all phrase used to denote important changes in the structure of non financial corporations balance sheets including the growth of income from financial subsidiaries and investment as well as growth in the transfer of earnings to financial markets in the forms of interest payments dividend payments and stock buybacks this paper seeks to empirically explore the relationship between financialization in the u s economy and real investment at the firm level using data from a sample of non financial corporations from 1973 to 2003 i find a negative relationship between real investment and financialization first increased financial investment and increased financial profit opportunities may have crowded out real investment by changing the incentives of firm managers and directing funds away from real investment second increased payments to the financial markets may have impeded real investment by decreasing available internal funds shortening the planning horizons of the firm management and increasing uncertainty these two channels can help explain the negative relationship i find between investment and financialization

a survey of recent developments in the literature of finance and growth this paper provides a survey of the recent progress in the literature of financial development and economic growth the survey highlights that most empirical studies focus on either testing the role of financial development in stimulating economic growth or examining the direction of causality between these two variables although the positive role of finance on growth has become a stylized fact there are some methodological reservations about the results from these empirical studies several key issues unresolved in the literature are highlighted the paper also points to several directions for future research

the effect of financial development on economic growth a meta analysis in this article we contribute to the current debate on the sign and size of the finance growth relation to this purpose we use a meta analysis with 551 estimates from 68 empirical studies that t

does agricultural extension pay compared to studies evaluating the benefits from agricultural research there are relatively few empirical studies of the net economic benefits of agricultural extension and even fewer that consider both public and private sector extension effort in this study we examine regional differences in the adoption of lupins in western australia wa in order to estimate the net economic benefits of public and private sector extension impacts of extension and other variables on adoption were analysed for 40 shires using multivariate regression analysis the results suggest that both public and private extension activities influenced farmer uptake of lupins particularly by bringing forward the start time of the diffusion curve economic benefits of extension based on the statistical analysis were combined with costs of extension estimated from public sector records and surveys of private sector extension agents and used to estimate the net present value of extension investments by the public and private sectors in the study area

emerging stock markets portfolio capital flows and long term economie growth micro and macroeconomic perspectives abstract the paper examines two major components of financial liberalization stock market development and portfolio capital flows in the context of less developed countries the paper considers microeconomic and macroeconomic perspectives on their implications for long term development and economic growth it concentrates on 1 a the role of stock markets in financing corporate growth 2 b the implications of stock market volatility for resource allocation and productive efficiency and 3 c the interactions between the foreign exchange and stock markets in the context of economic shocks its policy recommendations are that ldcs should promote bank based systems influence the scale and composition of capital inflows and prevent a market for corporate control from emerging

export instability and economic growth in sub saharan africa empirical research on the relationship between export instability and economic growth in less developed countries ldcs has yielded mixed results while some researchers find a negative relationship between export instability and economic growth others find a positive relationship a third group of researchers finds no significant relationship between export instability and economic growth in ldcs 1 those who find a negative relationship between export instability and economic growth in ldcs stress the negative effect export instability has on the supply of output through the generation of uncertainty in long term planning as well as due to shortages of inputs at critical times during the production process those who find a positive relationship between export instability and economic growth argue that ldcs respond to export instability by reducing consumption this process if repeated over a period of time increases savings and hence the rate of investment those who find no significant relationship between export instability and economic growth argue that ldcs are able to anticipate the fluctuations in export earnings and plan for such fluctuations hence instability in export earnings has no appreciable effect on economic growth c moran investigates the relationships between domestic savings rate and economic growth rate on the one hand and export instability on the other in a sample of ldcs 2 he finds that export instability has no significant long run impact on either domestic savings rate or economic growth rate however over relatively short periods of time export instability has a negative and significant effect on both savings and economic growth rate the negative effect occurs when the negative effects of price and of quantity fluctuations reinforce each other on the other hand when the negative effect of price fluctuations is counterbalanced by the effects of quantity fluctuations export instabil

inventory control in a fluctuating demand environment we present an inventory model where the demand rate varies with an underlying state of the world variable this variable can represent economic fluctuations or stages in the product life cycle for example we derive some basic characteristics of optimal policies and develop algorithms for computing them in addition we show that certain monotonicity patterns in the problem data are reflected in the optimal policies

financial liberalisation stockmarkets and economic development abstract during the 1980s and 1990s many developing countries dcs have been engaged in far reaching reforms of their financial systems liberalising them and making them more market oriented this liberalisation involving inter alia financial de repression has been inspired partly by the work of the mckinnon 1973 and shaw 1973 m s school this paper suggests that in addition to financial de repression there has been a major new element in the development of dc financial systems in recent years the establishment and fast expansion of stockmarkets these markets have played a key role in the internal as well as external financial liberalisation processes in leading dcs further the paper finds that the actual behaviour of these markets in many countries has led to outcomes which undermine the effects of the higher real interest rates arising from financial de repression

economic growth in africa abstract this paper draws on the recent endogenous growth methodology to study the factors behind differences in per capita growth rates across africa the results indicate that various economic factors including initial conditions investment population growth trade orientation inflation financial development and the growth of the government sector contribute significantly to economic growth in addition to economic variables we find the degree of political freedom to be a significant contributor to economic growth finally we find some evidence that economic growth by the members of the cfa franc zone has not fared well in comparison to other african countries

prioritizing regular demand while reserving capacity for emergency demand abstract this research is motivated by the capacity allocation problem at a major provider of customized products to the oil and gas drilling industry we formulate a finite horizon discrete time dynamic programming model in which a firm decides how to reserve capacity for emergency demand and how to prioritize two classes of regular demand while regular demand can be backlogged emergency demand will be lost if not fulfilled within the period of its arrival since backlogging cost accumulates over time we find it optimal for the firm to adopt a dynamic prioritization policy that evaluates the priorities of different classes of regular demand every period the optimal prioritization involves metrics that measure backlogging losses from various perspectives we fully characterize the firm s optimal prioritization and reservation policy those characterizations shed light on managerial insights

estimating farm level input demand and wheat supply in the indian punjab using a translog profit function application of the translog profit function to farm level data from punjab india allowed a more disaggregated analysis of the farm production structure compared to the case of cobb douglas formulation the flexibility afforded by translog formulation permitted measurement of the different impacts that exogenous variables have within and across input demand and output supply functions policy relevant elasticity estimates with respect to variable inputs and output prices fixed inputs a few soil related state of nature variables measured by soil analysis and education which are usually considered constraints to farm production were obtained and two examples of policy applications were developed

the real exchange rate and macroeconomic performance in sub saharan africa abstract pooled time series and cross section data for 33 countries in sub saharan africa ssa confirm the negative relationship between the real exchange rate rer misalignment and economic performance economic growth imports exports saving and investment macroeconomic instability also slows growth and other indicators of performance higher levels of misalignment are accompanied by higher levels of macroeconomic instability both lower levels of rer misalignment and instability lead to better economic performance the edwards model of rer determination performs well for the region black market premia tend to show a greater degree of misalignment in rer than alternative measures

trade liberalization and industrial growth in pakistan a cointegration analysis using the framework of an endogenous growth model this study empirically analyses the relationship between trade policies and industrial growth in pakistan during the period 1973 1995 the cointegration and error correction modelling approaches have been applied the empirical results suggest that there exists a unique long run relationship among the aggregate growth function of industrial value added and its major determinants of the real capital stock the labour force real exports the import tariff collection rate and the secondary school enrolment ratio the short term dynamic behaviour of pakistan s growth function of industrial value added has been investigated by estimating an error correction model in which the error correction term has been found to be correctly signed and statistically significant

financial intermediation and delegated monitoring this paper develops a theory of financial intermediation based on minimizing the cost of monitoring information which is useful for resolving incentive problems between borrowers and lenders it presents a characterization of the costs of providing incentives for delegated monitoring by a financial intermediary diversification within an intermediary serves to reduce these costs even in a risk neutral economy the paper presents some more general analysis of the effect of diversification on resolving incentive problems in the environment assumed in the model debt contracts with costly bankruptcy are shown to be optimal the analysis has implications for the portfolio structure and capital structure of intermediaries

managing an available to promise assembly system with dynamic short term pseudo order forecast we study an order promising problem in a multiclass available to promise atp assembly system in the presence of pseudo orders a pseudo order refers to a tentative customer order whose attributes such as the likelihood of an actual order order quantity and confirmation timing can change dynamically over time a unit demand from any class is assembled from one manufactured unit and one inventory unit where the manufactured unit takes one unit of capacity and needs a single period to produce an accepted order must be filled before a positive delivery lead time the underlying order acceptance decisions involve trade offs between committing resources production capacity and component inventory to low reward firm orders and reserving resources for high reward orders we develop a markov chain model that captures the key characteristics of pseudo orders including demand lumpiness nonstationarity and volatility we then formulate a stochastic dynamic program for the atp assembly system that embeds the markov chain model as a short term forecast for pseudo orders we show that the optimal order acceptance policy is characterized by class prioritization resource imbalance based rationing and capacity inventory demand matching in particular the rationing level for each class is determined by a critical value that depends on the resource imbalance level defined as the net difference between the production capacity and component inventory levels extensive numerical tests underscore the importance of the key properties of the optimal policy and provide operational and managerial insights on the value of the short term demand forecast and the robustness of the optimal policy this paper was accepted by martin lariviere operations management

the legal environment banks and long run economic growth this paper examines the relationship between the legal system and banlding development and traces this connection through to long run rates of per capita gdp growth capital stock growth and productivity growth the data indicate that countries where the legal system 1 emphasizes creditor rights and 2 rigorously enforces contracts have better developed banks than countries where laws do not give a high priority to creditors and where enforcement is lax furtherrnore the exogenous component of banking development the component defined by the legal environment is positively and robustly associated with per capita growth physical capital accumulation and productivity growth this paper addresses two questions first do crosscountry differences in the legal rights of creditors the efficiency of contract enforcement and the origin of the legal system explain cross country differences in the level of banking development second do better developed banks cause faster economic development that is is the component of banking development defined by the legal environment positively associated with long run rates of economic growth capital accumulation and productivity growth examining the relationship between the legal system and banking development is valuable irrespective of issues associated with long run growth first banks may influence the level of income per capita and the magnitude of cyclical fluctuations bernanke and gertler 1989 1990 second many economists stress that understanding the evolution of legal and financial systems is essential for understanding economic development north 1981 engerman and sokoloff 1996 consequently quantitative information on the relationship between the legal environment and banks will improve our understanding of business cycles and the process of economic development furthermore examining the causal links between banks and economic growth has both conceptual and policy implications on the conceptual front a long literature debates the importance of banks in economic development starting as early as bagehot 1873 economists have argued that better banks banks that are better at identifying creditworthy firms mobilizing savings pooling risks and facilitating transactions

optimal policies for inventory systems with priority demand classes we consider a periodic review inventory system with two priority demand classes one deterministic and the other stochastic the deterministic demand must be met immediately in each period however the units of stochastic demand that are not satisfied during the period when demand occurs are treated as lost sales at each decision epoch one has to decide not only whether an order should be placed and how much to order but also how much demand to fill from the stochastic source the firm has the option to ration inventory to the stochastic source i e not satisfy all customer demand even though there is inventory in the system we first characterize the structure of the optimal policy we show that in general the optimal order quantity and rationing policy are state dependent and do not have a simple structure we then propose a simple policy called s k s policy wheres ands ordering policy determine when and how much to order whilek rationing policy specifies how much of the stochastic demand to satisfy we report the results of a numerical study which shows that this simple policy works extremely well and is very easy to compute

credit markets and the control of capital traditional discussions of the role of capital markets have identified a number of distinct functions which they perforrn they allocate scarce capital among competing users and uses l and they provide signals to guide managers in making their investment decisions 2 in this lecture i wish to focus on a rather different function of the capital market what i shall refer to as the control of capital 3 conventional theory treats the typical firrn in an anthropomorphic manner it acts as a single rational individual doing what it is supposed to be doing maximizing stock market value that may have been well and good in those nostalgic bygone days of small firrns each run tightly by their owners who were single mindedly pursuing their lust for wealth but today a majority of production occurs in large corporations in which no shareholder owns more than a small fraction of the shares in which the separation of ownership and control that frank knight was so concerned with in his writings some sixty five years ago has become a reality those

a new database on the structure and development of the financial sector this article introduces a new database of indicators of financial structure and financial development across countries and over time the database is unique in that it combines a wide variety of indicators that measure the size activity and efficiency of financial intermediaries and markets it improves on previous efforts by presenting data on the public share of commercial banks introducing indicators of the size and activity of nonbank financial institutions and constructing measures of the size of bond and primary equity markets this article introduces a new database the first to provide comprehensive measures of the development structure and performance of the financial sector this database is the first to define and construct indicators of the size and activity of nonbank financial intermediaries such as insurance companies pension funds and non deposit money banks it is also the first to include indicators of the size of primary equity markets and primary and secondary bond markets in constructing the database authors carefully deflate measures and match stock and flow variables

real exchange rate behavior and economic performance in ldcs in recent years policy discussions have included increasing references to real exchange rate rer stability and correct exchange rate alignment as crucial conditions to improve economic performance in less developed countries ldcs 1 evidence from latin american asian and african countries is often quoted to support the view that the link between rer behavior and economic performance is strong it is argued that while unstable rers inhibited export growth in some of latin america their stability was fundamental in promoting east asian expansion in many african countries on the other hand persistently misaligned local currencies harmed the development of agriculture reducing domestic food supply 2 but in spite of its importance no empirical work has been attempted either to test the relationship between rer behavior and performance indicators at a broad multicountry level or to investigate the sources of rer variability and misalignment in ldcs the theoretical literature on rer determinants has been recently surveyed by sebastian edwards 3 he distinguishes between equilibrium and disequilibrium rers and between external and domestic rer determinants although domestic policies are often said to account for significant rer variations empirical work has only concentrated on the effect of nominal devaluations4 or speculative crises arising from expansionary monetary policies in a system of fixed ex

government and economic growth in the less developed countries an empirical study for 1960 1980 adam smith founded modern economics with a powerful argument that free markets are the best route to prosperity and economic growth his conclusion has been studied and debated by economists ever since including nobel prize winners friedman hayek kuznets lewis myrdal and schultz whatever economists have concluded since world war ii the majority of the less developed countries seem to have opted for extensive government regulation of the private sector and for a large public sector has the large government role slowed or accelerated the growth of ldcs obviously this is an important issue this study looks at government expenditure revenue raising and regulation greater emphasis is put on expenditure because 1 the revenue raised is presumably a function of the level of expenditure and 2 there are few internationally comparable measures of regulation there are virtually no empirical studies of the general impact of government on economic growth an extensive literature search turned up only three papers gemmell analyzed the impact of nonmarket sector growth on various measures of macroeconomic performance for 27 ldcs and developed countries for 1960 and 1970 he drew no general conclusions about the relation between the size of the nonmarket sector and economic growth marsden found a negative relation between tax gdp ratios and economic growth for a cross section of 20 ldcs and developed countries for the 1970 79 period 2 i found a negative relationship between the share of government consumption expenditure in gdp and the growth of per capita gdp for a cross section of 96 ldcs and developed countries over various time periods between 1961 and 1976 3 this paper extends the approach used in my 1983 article

purchasing demand information in a stochastic demand inventory system this paper studies a periodic review stochastic demand inventory system in which the manager has the opportunity each period to purchase information about demand in the upcoming period before deciding how much product to order we analyze the information purchase and product replenishment decisions for both perfect and imperfect demand information under perfect information we provide a characterization of the optimal policy for both finite and infinite horizon problems and also establish useful managerial insights into the behavior of the system we show that future demand information becomes less valuable at higher inventory levels and more valuable when longer horizons remain when the initial inventory is zero solving the perfect information problem reduces to computing a single quantity for which we provide a closed form expression as a result this problem is shown to be equivalent to one in which the manager purchases perfect information over the entire horizon with a single lump sum payment at the beginning of the horizon our analytical and numerical results demonstrate that most of the insights from the perfect information scenario carry over to the imperfect information case

inventory rationing in a make to stock production system with several demand classes and lost sales this paper considers the stock rationing problem of a single item make to stock production system with several demand classes and lost sales for the case of poisson demands and exponential production times we show that the optimal policy can be characterized by a sequence of monotone stock rationing levels for each demand class there exists a stock rationing level at or below which it is optimal to start rejecting the demand of this class in anticipation of future arrival of higher priority demands a simple queueing model is analyzed to compute the operating cost of a rationing policy in a numerical study we compare the optimal rationing policy with a first come first served policy to investigate the benefit of stock rationing under different operating conditions of the system

capacity management for contract manufacturing contract manufacturers sell capacity under different terms to different buyers in a common practice the supplier offers a market standard price and lead time combination for products listed in its catalog at the same time it strikes contracts with some high volume customers who require recurring delivery of a custom product at a short notice usually timed to meet the buyer s production schedule whereas the manufacturer is obligated to satisfy demand from these customers it can dynamically choose which transactional orders to accept in this paper we analyze two scenarios in the first scenario the manufacturer produces contractual orders on a make to order basis and in the second it maintains finished goods inventory for such orders at each decision epoch the manufacturer decides which transactional orders to accept to maximize its long run expected profit when contractual items are made to stock the manufacturer also chooses how much extra capacity to allocate to contractual items over and above what is needed to meet realized demand we establish the structure of the optimal policies and propose scalable heuristics when optimal policies are hard to compute implement our models are then used to study the effect of demand variability on the optimal profit we also show how the amount of capacity available relative to demand changes the desirability of serving either transactional only or both markets

a production inventory system with markovian capacity and outsourcing option we study the optimal production inventory outsourcing policy for a firm with markovian in house production capacity that faces independent stochastic demand and has the option to outsource we find very simple optimal policy forms under fairly reasonable assumptions in addition when the capacity markov process is stochastically monotone the policy parameters decrease in the firm s current capacity level under additional assumptions all these results extend to the infinite horizon and undiscounted cost cases we analyze comparative statics and the necessity of some technical conditions and discuss when the outsourcing option is more valuable

government intervention and firm investment evidence from international micro data abstract building on the important study by beck et al 2005 we examine how government intervention in firms decision making is related to their investment and sales growth using the unique world bank dataset wbes covering 6500 firms in 70 countries we find strong evidence that the extent of government intervention in firms investment employment sales pricing dividend and merger and acquisition decisions is negatively related to their investment and sales growth with the effect being more profound in foreign owned firms and less significant in state owned firms the empirical results are robust to a series of robustness tests and instrumental variable regressions

a re examination of financial development stock markets development and economic growth this study provides new evidence on the role of financial development and stock market development in accounting for economic growth across geographic regions and income groups to derive feasible policy implications we estimate not only unbalanced panel regressions with period fixed effects but also variance decompositions of annual gross domestic product gdp growth rates to examine what proxy measures are most important in economic growth over time and how much they contribute to economic growth we find distinct direction timing and strength of the causal links between financial development stock market development and economic growth based on the results of granger causality tests therefore it may be necessary to make different efforts to achieve steady economic growth across geographic regions and income groups

the role of the state in financial markets this paper reexamines the role of the state in financial markets and identifies seven major market failures that provide a potential rationale for government intervention in practice government interventions in capital markets even in industrial countries have been pervasive the paper provides a taxonomy of those interventions with respect to both the objectives they serve and the instruments they employ there is a role for the government in financial markets but the success of government interventions has been mixed it is important that interventions be well designed the paper sets out principles for government regulatory interventions and applies them to prudential regulation it then examines three other areas of intervention directed credit finanical repression and competition policy and identifies circumstances in which some amount of financial repression may actually be beneficial

evaluating participation in african monetary unions a statistical analysis of the cfa zones abstract thirteen african nations are engaged in two monetary unions with france often referred to as the cfa zone despite the acknowledged benefits of zone membership a convertible currency pooled resources and greater monetary and fiscal discipline several observers have questioned whether particular aspects of the zone such as the lack of autonomy of the two central banks and the surrender of the exchange rate as a policy instrument have impeded its members growth this paper addresses that question by testing whether cfa zone countries had different gnp growth rates from selected comparator countries during 1960 1982 results show that cfa countries grew significantly faster than comparator sub saharan african countries but usually slower and often significantly so than the whole sample of developing countries when the comparison is made by subperiod before and after 1973 cfa countries performance vis a vis that of their comparators improved during the 1973 1982 period casting further doubt on the claim that the monetary union is not functioning adequately

yield and allocation management in a continuous make to stock system with demand upgrade substitution abstract yield management is crucial for high tech industries to reduce over production however it is very challenging for a manufacturer to make a yield decision under the circumstance of uncertain demand and stochastic product quality for example in semiconductor manufacturing industry products are produced in batches within certain production cycle time even if the same raw material is put into the production system the product qualities measured by performance usually are not identical due to random yield in the manufacturing process since products have overlapped performance specifications products of the same batch are classified into different classes according to their qualities at the allocation stage products with higher performance can substitute for demand for products with lower performance this type of production and allocation system can be specified as a make to stock system with single material multi products multi periods upward demand substitution under random yield and uncertain demands in order to maximize profit the manufacturer needs to decide on the optimal input material quantity and the optimal allocation policy the problem is formulated as a stochastic dynamic programming model because manufacturer s profit is affected by the allocation policies atp r allocation policy is proposed to help manufacturer make real time allocation decisions a numerical experiment shows that atp r allocation policy performs better than the traditional myopic allocation policy to reduce the computation burden involved in atp r allocation policy we further propose a simplified algorithm and our experimental studies provide proof of the effectiveness of the proposed simple algorithm

inflation and monetary policy in selected west and central african countries abstract this paper studies the conduct and performance of monetary policy in five west and central african countries cameroon cote d ivoire gabon ghana and nigeria the first three are members of the cfa zone and maintain a fixed peg vis a vis the french franc the other two have recently opted for a more flexible exchange rate regime no general conclusion can be drawn on the monetary policy exchange rate policy nexus estimates of the offset coefficient are significantly different from negative one but var estimation results on the ability of the monetary authority to pursue an independent inflation target are mixed the monetary authorities of ghana and nigeria sterilize the accumulation of net foreign assets to a limited degree no such evidence exists for cfa zone members

target market selection and marketing effort under uncertainty the selective newsvendor abstract we consider a firm that markets procures and delivers a good with a single selling season in a number of different markets the price for the good is market dependent and each market has an associated demand distribution with parameters that depend on the amount of marketing effort applied given long procurement lead times the firm must decide which markets it will serve prior to procuring the good we develop a profit maximizing model to address the firm s integrated market selection marketing effort and procurement decisions the model implicitly accounts for inventory pooling across markets which reduces safety stock costs but increases model complexity the resulting model is a nonlinear integer optimization problem for which we develop specialized solution methods for the case in which budget constraints exist we provide a novel solution approach that uses a tailored branch and bound algorithm our approach solves a broad range of 3000 test instances in an average of less than 2 seconds significantly outperforming a leading commercial global optimization solver

on the costs of a bank centered financial system evidence from the changing main bank relations in japan we examine the effects of bank firm relationships on firm performance in japan when access to capital markets is limited close bank firm ties increase the availability of capital to borrowing firms but do not lead to higher profitability or growth the cost of capital of firms with close bank ties is higher than that of their peers this indicates that most of the benefits from these relationships are appropriated by the banks finally the slow growth rates of bank clients suggest that banks discourage firms from investing in risky profitable projects however liberalization of financial markets reduces the banks market power the close relationship between manufacturing firms and financial institutions in japan has recently been at the center of the debate on the appropriate financial system for the reforming economies of eastern europe as opposed to the anglo saxon separation of finance and industry long term ties between main banks and their client firms involving bank loans bank equity holding and some bank appointed personnel which are common in japan and germany have often been described as a growth oriented financial system that could serve the needs of developing and reformed economiies better than anonymous capital markets modeled after the arnerican and british financial systems the claim that close ties between investmentoriented banks and industrial firms could help overcome the difficulties of relative backwardness dates back to gerschenkron 1962 who investigates european development rosovsky 1961 applies gerschenkron s framework to the analysis of japanese growth more recently aoki patrick and sheard 1994 hoshi kashyap and loveman 1994 and teranishi 1993 among others portray the close ties between finance and industry in japan as an important factor in the international competitiveness of modern japanese

production and inventory control of a single product assemble to order system with multiple customer classes we consider the optimal production and inventory control of an assemble to order system with m components one end product and n customer classes a control policy specifies when to produce each component and whenever an order is placed whether or not to satisfy it from on hand inventory we formulate the problem as a markov decision process and characterize the structure of an optimal policy we show that a base stock production policy is optimal but the base stock level for each component is dynamic and depends on the inventory level of all other components more specifically it is nondecreasing we show that the optimal inventory allocation for each component is a rationing policy with different rationing levels for different demand classes the rationing levels for each component are dynamic and also nondecreasing in the inventory level of all other components we compare the performance of the optimal policy to heuristic policies including the commonly used base stock policy with fixed base stock levels and find them to perform surprisingly well especially for systems with lost sales

rural urban migration and agricultural productivity the case of senegal abstract this paper explores the relationship between agricultural productivity and rural urban migration by developing an econometric model and applying it to the case of senegal country level data is used covering the years 1961 1996 policy implications of reducing rural urban migration using agricultural output elasticities are developed the findings support the hypothesis that rural urban migration is a positive function of the ratio of urban per capita income to rural per capita income moreover the results support a policy aimed at reducing rural urban migration flows through increases in per capita earnings derived from increased agricultural investment

inventory sharing and rationing in decentralized dealer networks an increasing number of manufacturers have started to pursue a strategy that promotes inventory sharing among the dealers in their distribution network in this paper we analyze a decentralized dealer network in which each independent dealer is given the flexibility to share his inventory we model inventory sharing as a multiple demand classes problem in which each dealer faces his own customer demand with high priority and inventory sharing requests from other dealers with low priority assuming that each dealer uses a base stock and threshold rationing policy for his inventory stocking and inventory sharing decisions we explicitly model the interactions between the dealers through inventory sharing and obtain aclosed form cost function for each dealer based on the steady state distribution of the inventory levels at the two dealers we then provide a detailed supermodularity analysis of the inventory sharing and inventory rationing game in which each dealer has a two dimensional strategy set stocking level and rationing level we show that the full sharing game in which dealers precommit to sharing all of their on hand inventory and the fixed sharing level game in which dealers precommit to sharing a portion of their on hand inventory are supermodular and thus a pure strategy nash equilibrium is guaranteed to exist for the rationing game in which dealers precommit to their stocking levels we show that there exists a dominant strategy equilibrium on the dealers sharing rationing levels finally a comprehensive computational study is conducted to highlight the impact of the manufacturer s incentives subsidies and or transshipment fees on the dealers sharing behavior

financial development financial structure and domestic investment international evidence does it matter for domestic investment whether a country s financial system is bank based or stock market based this paper posits that financial intermediation affects domestic investment notably by alleviating financing constraints allowing firms to increase investment in response to increased demand for output the key result is that the structure of the financial system has no independent effect on investment in the sense that it does not enhance the response of investment to changes in output while financial development makes investment more responsive to output growth consequently rather than promoting a particular type of financial structure countries should implement policies that reduce transactions costs in financial intermediation and enforce creditor and investor rights this will facilitate the development of banks and stock markets which will stimulate domestic investment

monetization financial liberalization and economic development barter sector in 1954 55 the monetized sector contributed 69 to the net national product of india the share of the monetized sector increased to 78 6 of the net national product by 1974 75 during this period the explicit objective of monetary policy in india was to help accelerate the pace of economic development in an environment of reasonable price stability there are several versions of the financial liberalization hypothesis but the one put forward by ronald mckinnon is chosen here because of its succinctness and easy amenability to empirical verification 2 mckinnon s theory in essence deals with the effect of financial liberalization on the accumulation of capital through a policy of high real interest rates this formulation has been made operational by estimating the response of real demand for money balances and private investment to alternative rates of return under the implicit assumption that these are the only two alternative forms of assets held by the private sector 3 all this is predicated on the assumption that the effective limitation on the rate of real capital formation is the supply of real savings and not the inadequate willingness to invest most underdeveloped countries have a significant barter sector a reduction in the share of the barter sector can help to further accelerate the accumulation of capital in a barter system a good share of the factors of production is tied up in distribution away from production to achieve the double coincidence required in such a system with the

farmers perceptions and adoption of new agricultural technology evidence from analysis in burkina faso and guinea west africa economists investigating consumer demand have accumulated considerable evidence showing that consumers generally have subjective preferences for characteristics of products and that their demand for products is significantly affected by their perceptions of the product s attributes however the role of farmers preferences in adoption decisions have received very limited attention in adoption studies conducted by economists this paper tests the hypothesis that farmers perceptions of technology characteristics significantly affect their adoption decisions the analysis conducted with tobit models of modern sorghum and rice varietal technologies in burkina faso and guinea respectively strongly supports this hypothesis our results provide a strong case for future adoption studies to expand the range of variables used away from the broad socio economic demographic and institutional factors to include farmers subjective perceptions of the characteristics of new agricultural technologies

finance and the sources of growth the authors evaluate whether the level of development in the banking sector exerts a causal impact on economic growth and its sources total factor productivity growth physical capital accumulation and private saving they use 1 a pure cross country instrumental variable estimator to extract the exogenous component of banking development and 2 a new panel technique that controls for country specific effects and endogeneity they find that banks do exert a large causal impact on total factor productivity growth which feeds through to overall gdp gross domestic product growth the long run links between banking development and both capital growth and private savings are more tenuous

financial development and economic growth views and agenda this critique argues that the preponderance of theoretical reasoning and empirical evidence suggests a positive first order relationship between financial development and economic growth the body of work would push even most skeptics toward the belief that the development of financial markets and institutions is a critical and inextricable part of the growth process and away from the view that the financial system is an inconsequential sideshow responding passively to economic growth many gaps remain however and the paper highlights areas in acute need of additional research