wheat from chaff meta analysis as quantitative literature review abstract this paper presents and develops a quantitative method of literature reviewing and evaluating empirical research meta regression analysis or mra economics is theory driven yet we must learn empirically if economics is to advance mra offers a more objective statistical method to summarize our empirical knowledge and to explain the wide study to study variation in economic research mra is used to assess the evidence for ricardian equivalence and its findings are contrasted to those of conventional narrative review furthermore mra establishes a platform from which to distinguish genuine empirical effect from the exploitable specification error that infests applied econometrics

optimal monetary policy in an economy with inflation persistence abstract this paper studies optimal monetary policy in a model where inflation is persistent two types of price setters are assumed to exist one acts rationally given calvo type constraints on price setting the other type sets prices according to a rule of thumb this results in a phillips curve with both a forward looking term and a backward looking term the phillips curve nests a standard purely forward looking phillips curve as well as a standard purely backward looking phillips curve as special cases a cost push supply shock is derived from microfoundations by adding a time varying income tax and by making the elasticity of substitution between goods stochastic a central bank loss function for this model is derived from a second order taylor approximation of the household s welfare function optimal monetary policy for different relative values of the forward and backward looking terms is then analyzed for both the commitment case and the case of discretion

does financial education impact financial literacy and financial behavior and if so when in a meta analysis of 126 impact evaluation studies we find that financial education significantly impacts financial behavior and to an even larger extent financial literacy these results also hold for the subsample of randomized experiments rcts however intervention impacts are highly heterogeneous financial education is less effective for low income clients as well as in low and lower middle income economies specific behaviors such as the handling of debt are more difficult to influence and mandatory financial education tentatively appears to be less effective thus intervention success depends crucially on increasing education intensity and offering financial education at a teachable moment

fdi and taxation a meta study despite the continuing political interest in the usefulness of tax competition and tax coordination as well as the wealth of theoretical analyses it still remains open whether or when tax competition is harmful moreover the influence of tax differentials on multinationals decisions is still insufficiently analyzed thus economists have increasingly resorted to empirical analysis in order to gain insights on the elasticity of fdi with respect to company taxation as a result the empirical literature on taxation and international capital flows has grown to a similar abundance during the last 25 years as the respective theoretical literature its heterogeneity leads to a rising need for concise reviews on the existing empirical evidence in this paper we extend former meta analyses on fdi and taxation in three ways first we add the most recent publications unconsidered in meta analyses up to date second we apply a different methodology by using a broad set of meta regression estimators and explicitly discuss which one is most suitable for application to our meta data third we address some important issues in research on fdi and taxation to the clarification of which meta analysis can make valuable contributions these issues are mainly the influence of variables which might moderate effects of tax differentials e g public spending the implications of using aggregate fdi data as opposed to firm level information on measured tax effects the implications of bilateral effective tax rates and the possible presence of publication bias in primary research

factors explaining local privatization a meta regression analysis this paper aims at explaining the differences in the results of empirical studies of motivations for local privatization by undertaking a meta regression our results suggest that fiscal constraints and interest groups were especially relevant in the early studies of the us which considered several services further studies that focus on one service capture the influence of scale economies more accurately finally our results show that small towns are more affected by fiscal and political factors while ideology plays a major role for european and large cities thus no clear conclusions emerge from this literature because the findings of each study are sensitive to its characteristics

income generating effects of biofuel policies a meta analysis of the cge literature abstract while the production of biofuels has expanded in recent years findings in the literature on its impact on economic growth and development remain contradictory this paper presents a meta analysis of computable general equilibrium cge studies published between 2006 and 2017 on the effect of biofuel production on economic development worldwide using 30 cge studies we found that biofuel supportive policies generated significant impacts on gdp and household incomes cge studies included in our database reported an average 0 25 percentage point increase in gdp and a 0 49 percentage point increase in household incomes we also found that results were driven by several key features of the cge studies included in our database we investigated features such as biofuel type geographic area and characteristics of the cge models employed we found that biofuel expansion has heterogeneous effects in developed versus emerging countries simulations on longer time periods and in multi country studies led to results that indicate higher impacts of biofuel expansion on gdp growth and household incomes moreover simulations with an increase in agricultural productivity indicate positive welfare impact gains unlike simulations with land expansion lastly we found that biodiesel development leads to higher welfare impact gains than that of bioethanol

aid and growth what meta analysis reveals abstract recent literature in the meta analysis category where results from a range of studies are brought together throws doubt on the ability of foreign aid to foster economic growth and development this article assesses what meta analysis has to contribute to the literature on the effectiveness of foreign aid in terms of growth impact we re examine key hypotheses and find that the effect of aid on growth is positive and statistically significant this significant effect is genuine and not an artefact of publication selection we also show why our results differ from those published elsewhere

the j curve in the emerging economies of eastern europe devaluation or depreciation of a currency worsens the trade balance before improving it resulting in a j curve pattern a new definition of the hypothesis implies a short run deterioration combined with the long run improvement by using monthly data over the january 1990 june 2005 period from 11 east european emerging economies most of which are the new european union eu members or the eu candidate countries this article uses the bounds testing approach to cointegration and error correction modelling and finds empirical support for the j curve hypothesis in three countries of bulgaria croatia and russia the results have important implications for policymakers involved in economics in terms of using exchange rate policy as a policy device to achieve real convergence toward eu standards

multinationals profit response to tax differentials effect size and shifting channels this paper provides a quantitative review of the empirical literature on profit shifting behavior of multinational firms we synthesize the evidence from 25 studies and find a substantial response of profit measures to international tax rate differentials accounting for misspecification biases by means of meta regressions we predict a tax semi elasticity of subsidiary pre tax profits of about 0 8 moreover we disentangle the tax response by means of financial planning from the transfer pricing and licensing channel our results suggest that transfer pricing and licensing are the dominant profit shifting channel

what have we learned since hotelling s letter a meta analysis abstract this paper reports the results of a meta analysis of the estimates of the price elasticity of demand for recreation sites using the travel cost method by using econometric methods to summarize empirical literature meta analysis assists in identifying research conclusions despite the non experimental nature of most empirical research in economics in this application the results suggest that modeling decisions based on theory as well as those relying on fitting criteria were important influences to the estimated price elasticities across studies

a meta analysis of the export growth hypothesis abstract meta analysis is performed on a sample of seventy six studies that have empirically gauged the nexus between exports and economic growth the results show that studies that use aggregate exports report lower t ratios but studies that use oil and manufactured exports report higher t ratios the study also documents the existence of publication bias in the literature

are women really more risk averse than men a re analysis of the literature using expanded methods while a substantial literature in economics and finance has concluded that women are more risk averse than men this conclusion merits investigation after briefly clarifying the difference between making generalizations about groups on the one hand and making valid inferences from samples on the other this essay suggests improvements to how economists communicate our research results supplementing findings of statistical significance with quantitative measures of both substantive difference cohen s d a measure in common use in non economics literatures and of substantive overlap the index of similarity newly proposed here adds important nuance to the discussion of sex differences these measures are computed from the data on men women and risk used in 35 scholarly works from economics finance and decision science the results are considerably more mixed and overlapping than would commonly be inferred from the broad claims made in the literature with standardized differences in means mostly amounting to considerably less than one standard deviation and the degree of overlap between male and female distributions generally exceeding 80 in addition studies that look at contextual influences suggest that these contribute importantly to observations of differences both between and within the sexes

assessing nominal income rules for monetary policy with model and data uncertainty nominal income rules for monetary policy have long been debated but two issues are of particular recent interest first there are questions about the performance of such rules over a range of plausible empirical models especially models with and without explicit rational inflation expectations second there are questions about the performance of these rules in real time using the type of data that is actually available contemporaneously to policy makers rather than final revised data this paper determines optimal monetary policy rules in the presence of such model uncertainty and real time data uncertainty and finds only a limited role for nominal output growth

capital structure choice and company taxation a meta study this paper provides a quantitative review of the empirical literature on the tax impact on corporate debt financing synthesizing the evidence from 46 previous studies we find that this impact is substantial in particular the tax rate proxy determines the outcome of primary analyses measures like the simulated marginal tax rate graham 1996a avoid a downward bias in estimates for the debt response to tax moreover debt characteristics econometric specifications and the set of control variables affect tax effects accounting for misspecification biases by means of meta regressions we predict a marginal tax effect on the debt ratio of 0 3

evaluating the evidence on union employment and wages using current population survey data for the years 1973 86 this study tests the hypothesis that the steep decline of union employment shares since 1973 is related to increases in union wages relative to nonunion wages the authors show that although the aggregate union wage premium has changed little since 1973 some industry specific premiums have risen substantially and the industries with the rising premiums are those experiencing declines in union employment shares the increase in the premium explains from 21 to 64 of the decline in union shares depending on the equation specification the paper also presents a detailed set of union wage premiums and employment shares for the sample period

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

the last word on the wage curve abstract since 1990 there has been extensive international research on the responsiveness of wages of individuals to changing local labour market conditions for many countries an inverse relationship between wages and local unemployment rates has been found in their book the wage curve blanchflower and oswald argued that the unemployment elasticity of pay is around 0 1 in most countries in a 1995 literature survey card referred to this striking empirical regularity as being close to an empirical law of economics nonetheless reported elasticities do vary even excluding outliers between about 0 5 and 0 1 there is also considerable heterogeneity among wage curve studies in terms of data and model specification this paper carries out meta analytic techniques on a sample of 208 elasticities derived from the literature to uncover the reasons for the differences in empirical results across studies several causes of variation are identified there is also clear evidence of downward publication bias in addition many reported t statistics are biased upwards due to the use of aggregate unemployment rates a maximum likelihood method and a trimming procedure are used to correct for these biases both methods give similar results for our sample an unbiased estimate of the wage curve elasticity at the means of study characteristics is about 0 07

monetary policy and exchange rate volatility in a small open economy we lay out a small open economy version of the calvo sticky price model and show how the equilibrium dynamics can be reduced to a simple representation in domestic inflation and the output gap we use the resulting framework to analyse the macroeconomic implications of three alternative rulebased policy regimes for the small open economy domestic inflation and cpi based taylor rules and an exchange rate peg we show that a key difference among these regimes lies in the relative amount of exchange rate volatility that they entail we also discuss a special case for which domestic inflation targeting constitutes the optimal policy and where a simple second order approximation to the utility of the representative consumer can be derived and used to evaluate the welfare losses associated with the suboptimal rules

explaining differences in efficiency a meta study on local government literature this paper reviews the literature on local government efficiency by meta reviewing 360 observations retrieved from 54 papers published from 1993 to 2016 the meta regression is based on a random effect model estimated with the 2 step random effects maximum likelihood reml technique proposed by gallet and doucouliagos 2014 results indicate that the study design matters when estimating a frontier in local government we find that studies focusing on technical efficiency provide higher efficiency scores than works evaluating cost efficiency the same applies when using panel data instead of cross section data interestingly studies that use the free disposal hull fdh approach yield on average higher efficiency scores than papers employing the data envelopment analysis dea method thereby suggesting that in this literature the convexity hypothesis of the production set is a matter finally the efficiency of local government increases with the level of development of the analysed countries and is positively related to the national integrity of the legal system the opposite holds when considering the corruption

testing ricardian equivalence a reconsideration empirical evidence on the determinants of private consumption in 52 countries over the period 1979 88 indicates that in contrast to the ricardian equivalence proposition a significant relationship exists between consumption and the variable the ratio of tax revenue to changes in government debt which measures the extent of substituting debt for tax financing the results obtained from estimating euler equations for the representative individual s stochastic dynamic optimization problem are favourable to the proposition that the choice between current taxation and debt issuance to finance a given government expenditure stream is relevant to the determination of the level of aggregate demand

optimal monetary policy in open versus closed economies an integrated approach in clarida et al 1999 hereafter cgg we presented a normative analysis of monetary policy within a simple optimization based closedeconomy framework we derived the optimal policy rule and among other things characterized the gains from commitment also we made precise the implications for the kind of instrument feedback rule that a central bank should follow in practice in this paper we show how our analysis extends to the case of a small open economy openness complicates the problem of monetary management to the extent the central bank must take into account the impact of the exchange rate on real activity and inflation how to factor the exchange rate into the overall design of monetary policy accordingly becomes a central consideration here we show that under certain conditions the monetary policy design problem for the small open economy is isomorphic to the problem of the closed economy that we considered earlier hence all our qualitative results for the closed economy carry over to this case openness does affect the parameters of the model suggesting quantitative implications though the general form of the optimal interest rate feedback rule remains the same as in the closedeconomy case for example how aggressively a central bank should adjust the interest rate in response to inflationary pressures depends on the degree of openness in addition openness gives rise to an important distinction between domestic inflation and consumer price inflation as defined by the cpi to the extent that there is perfect exchange rate pass through we find that the central bank should target domestic inflation and allow the exchange rate to float despite the impact of the resulting exchangerate variability on the cpi kosuki aoki 1999 gali and tommaso monacelli 2000

a meta analysis of the international gender wage gap abstract since the early 1970s a number of authors have calculated gender wage differentials between women and men of equal productivity this meta study provides a new quantitative review of this vast amount of empirical literature on gender wage differentials as it concerns not only differences in methodology data and time periods but also different countries we place particular emphasis on a proper consideration of the quality of the underlying study which is done by a weighting with quality indicators the results show that data restrictions i e the limitation of the analysis to new entrants never marrieds or one narrow occupation only have the biggest impact on the resulting gender wage gap moreover we are able to show what effect a misspecification of the underlying wage equation like the frequent use of potential experience has on the calculated gender wage gap over time raw wage differentials worldwide have fallen substantially however most of this decrease is due to better labor market endowments of females

gasoline demand revisited an international meta analysis of elasticities meta analysis is used to determine if there are factors that systematically affect price and income elasticity estimates in studies of gasoline demand four econometric models are estimated using long run and short run price and income elasticity estimates from previous studies as the dependent variables explanatory variables include functional form lag structure time span national setting estimation technique and other features of the model structure elasticity estimates are found to be sensitive to the inclusion or exclusion of some measure of vehicle ownership static models appear to overestimate short run elasticities underestimate long run price elasticities but pick up the full long run income responsiveness there is variation in the elasticity of demand across countries especially in the short run and gasoline demand appears to be getting more price elastic and less income elastic over time

the ricardian approach to budget deficits persistent budget deficits have increased economists interest in theories and evidence about fiscal policy this paper develops the ricardian approach and contrasts it with standard models the discussion considers from major theoretical objections to ricardian equivalence finite lifetimes imperfect capital markets uncertainty about future taxes and incomes and the distorting effects of taxation the paper then considers empirical evidence on interest rates consumption and saving and current account deficits the conclusion is that the ricardian approach is a useful first order approximation and that this approach will probably become the benchmark model for assessing fiscal policy this abstract was borrowed from another version of this item

project cost comparison under the clean development mechanism to inform investment selection by industrialized countries this is the first study that comprehensively evaluates and compares the average costs of six types of 4061 registered clean development mechanism cdm projects the projects were conducted from 2005 to 2014 by industrialized countries investing in host countries that had various technology and income levels specifically this study compares the average costs of emission reduction for each type of project projects were used by industrialized countries to achieve specific emission reductions commitments the lowest average cost per ton of reduced emissions found in renewable energy projects fuel switch projects supply side energy efficiency improvements and demand side energy efficiency improvements all of which were effectively reduced emissions by less than 1 million tons in host countries with high technology levels and upper medium income levels the average cost for the other two project types methane reduction and methane avoidance showed that these projects were more effective at reducing emissions by more than 50 million tons in host countries with upper middle technology levels and upper medium income levels these lowest average costs for different project types can guide project selection by industrialized countries seeking the lowest total emission reduction costs selection of cdm project investments by industrialized countries should account not only for the technology and income levels of host countries but also for the amounts by which industrialized countries have committed to reducing their emissions

inflation forecast targeting implementing and monitoring inflation targets abstract inflation targeting is shown to imply inflation forecast targeting the central bank s inflation forecast becomes an explicit intermediate target inflation forecast targeting simplifies both implementation and monitoring of monetary policy the weight on output stabilization determines how quickly the inflation forecast is adjusted towards the inflation target money growth or exchange rate targeting is generally inferior than inflation targeting and leads to higher inflation variability commitment to target rules may be better than commitment to instrument rules

the relationships between cdm project characteristics and cer market prices this study explores the relationship between key characteristics of clean development mechanism cdm projects and certified emission reduction cer prices using multiple correspondence analysis we show that the cer credit prices are likely to have had a greater influence than regional levels of economic development on the sectors regions and sizes of cdm projects there are comparatively few cdm projects in sub saharan africa less south africa and the small scale forestation projects that are characteristic for the region mainly entered the cdm pipeline when cer credit price levels were high latin america hosts a larger number of projects and the small scale methane biofuel and hydro projects that are typical for this region generally also applied for validation under high cer price levels the large industrial gas and energy efficiency projects typical for the middle east northern africa region appear to have been largely insensitive to cer price levels the large number and variety of projects in asia have applied for registration under a broad range of cer price levels

the new uk monetary arrangements a view from the literature this paper considers the likely operating characteristics of the new uk monetary arrangements introduced in may 1997 the paper first argues that the time inconsistency of policy is not an issue provided the bank of england is properly independent however the current inflation remit from the chancellor to the bank specifies a numerical target for the inflation rate but does not specify how quickly deviations from the target are to be corrected it is thus an incomplete contract and there is a danger that the bank may choose to stabilise inflation at the cost of excessively volatile movements in output or vice versa we estimate the optimal policy frontier for the uk economy and show that in practice it is close to rectangular consequently all the bank needs to assume is that the government s preferences are reasonable in order to know approximately where to locate on this frontier the incompleteness of the remit therefore need not be a cause for concern

social capital innovation and growth evidence from europe this paper investigates the interplay between social capital innovation and economic growth in the european union we identify innovation as an important mechanism that transforms social capital into economic growth in an empirical investigation of 102 european regions in the period 1990 2002 we show that higher innovation performance is conducive to economic growth and that social capital affects growth indirectly by fostering innovation our estimates suggest that there is only a limited role for a direct effect of social capital on economic growth

successful in the long run a meta regression analysis of persistent firm profits we study the profit persistence literature by applying meta regression analysis mra to a set of 36 empirical papers which analyze the persistence of abnormal firm profits over time the analyzed literature provides evidence for a mediocre degree of persistence in abnormal profits an initial analysis of the distribution of reported profit persistence estimates reveals some degree of excess variation this points toward publication bias that favors significant results independent of their algebraic sign the mra however reveals that publication bias is particularly favoring results that indicate profit persistence and thus contradict the neoclassical model of perfect competition moreover the mra enables to control for heterogeneity driven by the study design we find that the analyzed country developing vs developed the applied econometric approach as well as the analyzed period of time are significant drivers of heterogeneity in reported persistence estimates

r d intensity and the effective tax rate a meta regression analysis we apply meta regression techniques to provide a quantitative review of the empirical literature on how research and development r d expenses affect the effective tax rate etr r d expenses relate to a well accepted profit shifting channel strategic placement of intellectual property within a multinational entity using a unique hand collected data set we add a new perspective to the current base erosion and profit shifting beps state of research and debate in three ways first observing that primary studies report mixed evidence on how r d expenses affect etr we provide a consensus estimate for this effect second we consider this effect in more detail by separating a tax accounting effect and a profit shifting effect which to our knowledge has not yet been investigated we detect that one third of the r d effect on the etr is due to the tax accounting effect and could be mitigated via book tax conformity we further find that 10 of the profit shifting effect can be traced back to r d tax credits third our meta regression reveals factors that are possible sources of variation and bias in previous empirical studies

inflation expectations in euro area phillips curves abstract we analyze the information content of alternative inflation expectations measures including those from consumers firms experts and financial markets in the context of open economy phillips curves we adopt a thick modeling approach with rolling regressions and we assess the results of an out of sample conditional forecasting exercise by means of meta regressions the information content varies substantially across inflation expectations measures in particular we find that those from consumers and firms are better at predicting inflation if compared to those from experts and especially those from financial markets

is the evidence for ppp reliable a sustainability examination of the stationarity of real exchange rates abstract some recent time series studies testing the stationarity of real exchange rates rers produce conflicting results using nonlinear unit root tests and recursive analysis this paper tests whether the evidence on the stationarity of rers is sensitive to different numeraire currencies different sample periods covering regional and global crises and the inclusion of countries with different levels of economic or regional integration the results indicate that evidence for a stationary rer could be substantially sensitive to sample period changes but not so for the currencies of the countries involved in forming the euro area we also find that financial crises have a notable impact on testing the stationarity of rers depending on the numeraire currency used we discuss the policy implications of the findings

does economic diplomacy work a meta analysis of its impact on trade and investment we review the literature on economic diplomacy and provide a meta analysis of 32 empirical studies published in 1986 2011 that deal with the trade and investment impact of economic diplomacy embassies consulates other diplomatic facilities investment and export promotion offices trade and state visits controlling for differences in research design methodology time frame and manner of data we find a positive and significant effect of economic diplomacy on international economic flows with the exception of state visits and that this is true in a sample of 627 t statistics analysed with ols and for a larger sample of 963 reported significance levels analysed with logit thus illustrating robustness with respect to sample and estimation technique our analyses show that reported effects of economic diplomacy on trade and investment in individual studies are sensitive to model specification the primary studies that investigate only one source country are less likely to report significant positive effects compared to other sciences economic studies are less likely to report significantly positive effects of economic diplomacy primary studies lump embassies and consulates general into one indicator miss that these instruments differ significantly embassies consulates and agencies should thus be included as separate instruments in future research

why the gender gap in wages narrowed in the 1980s since 1976 the gender gap in wages on average declined by about 1 per year this article focuses on identifying the factors underlying this trend three data sets are analyzed the current population survey the panel study of income dynamics and the national longitudinal survey we find that convergence in measurable work related characteristics schooling and work experience explains one third to one half the narrowing the remainder is attributable to a relative increase in women s returns to experience as well as to declining wages in blue collar work and other factors

declining bias and gender wage discrimination a meta regression analysis this paper extends tests and revises a previous meta regression analysis of the gender wage gap stanley and jarrell 1998 we find that there remains a strong though dampened tendency for discrimination estimates to fall and male researchers still report significantly larger amounts of wage discrimination against women this extensive research base containing 104 estimates suggests that there is less need to correct for selection bias an indirect sign of lessened discrimination there is evidence that gender research is changing and improving although gender wage discrimination has lessened the research base still finds a significant gender wage inequality

meta regression analysis a quantitative method of literature surveys abstract pedagogically literature reviews are instrumental they summarize the large literature written on a particular topic give coherence to the complex often disparate views expressed about an issue and serve as a springboard for new ideas however literature surveys rarely establish anything approximating unanimous consensus ironically this is just as true for the empirical economic literature to harmonize this dissonance we offer a quantitative methodology for reviewing the empirical economic literature meta regression analysis mra is the regression analysis of regression analyses mra tends to objectify the review process it studies the processes that produce empirical economic results as though they were any other social scientific phenomenon mra provides a framework for replication and offers a sensitivity analysis for model specification in this brief essay we propose a new method of reviewing economic literature mra and discuss its potential

are all economic facts greatly exaggerated theory competition and selectivity there is growing concern and mounting evidence of selectivity in empirical economics most empirical economic literatures have a truncated distribution of results the aim of this paper is to explore the link between publication selectivity and theory contests this link is confirmed through the analysis of 87 distinct empirical economics literatures involving more than three and a half thousand separate empirical studies using objective measures of both selectivity and contests our meta meta analysis shows that publication selection is widespread but not universal it distorts scientific inference with potentially adverse effects on policy making but competition and debate between rival theories reduces this selectivity and thereby improves economic inference

the meaning of internal balance thirty years on in his nobel prize lecture meade advocated allocating demand management policies to pursuing price stability reformed wage fixing institutions to achieving full employment and foreign exchange policies to maintaining balance of payments equilibrium but with respect to the first he advocated a target for nominal income rather than the price level i evaluate meade s programme with the benefit of hindsight and in the light of experience with inflation targets i also discuss some of the issues associated with the application of flexible inflation targets as well as the extent to which financial stability considerations should affect the conduct of monetary policy

the effects of competition and equal treatment laws on gender wage differentials discrimination if it is inefficient can be eliminated by competition in most countries it is also forbidden by law this paper evaluates the influence of economic and legal factors on the portion of male female wage differentials that is not explained by other worker characteristics and may be due to discrimination we use a new international data set of suitable gender wage gap measures constructed from the results of existing studies meta analysis of the data shows that increased competition and adoption of international conventions concerning equal treatment laws both reduce gender wage gaps while legislation that prevents women from performing strenuous or dangerous jobs tends to increase it doris weichselbaumer and rudolf winter ebmer

a meta analysis of the union nonunion wage gap the authors use meta regression analysis a new method for synthesizing empirical results reported in the economic literature to corroborate and extend h gregg lewis s landmark 1986 research on t

equilibrium exchange rates in central and eastern europe a meta regression analysis abstract this paper analyses the ever growing literature on equilibrium exchange rates in the new eu member states of central and eastern europe in a quantitative manner using meta regression analysis the results indicate that the real misalignments reported in the literature are systematically influenced inter alia by the underlying theoretical concepts balassa samuelson effect behavioral equilibrium exchange rate fundamental equilibrium exchange rate and by the econometric estimation methods the important implication of these findings is that a systematic analysis is needed in terms of both alternative economic and econometric specifications to assess equilibrium exchange rates

determinants of price elasticities for private labels and national brands of cheese an almost ideal demand system model is developed and used to estimate price elasticities for us cheese sold at retail growing consumption of cheese coupled with fierce competition between private labels and national brands serves as motivating factors for this study per capita consumption of cheese grew by 75 during 1980 2004 and private labels captured a rising share of this growth private labels today account for 35 of market share national brands for the remaining 65 kraft accounts for 45 of national brands but price increases for kraft brands led to a sizeable price gap between its brands and private labels this gap helped to stimulate growth of private labels marketing managers seek to capitalize on both growing cheese sales and price gaps for brands relevant information for marketing managers is consumer sensitivity to price changes this study uses 69 weeks of scanner data with consumers segmented by income levels to derive price elasticities for both lower and higher income consumer

linking with uncertainty the relationship between eu ets pollution permits and kyoto offsets carbon offsets from the kyoto flexible mechanisms can be used by firms in the eu emissions trading scheme for compliance in lieu of eu allowances making these carbon assets interchangeable we offer an explanation of the price spread using a structural model of the price for certified emissions reductions that combines three features a limit for the use of kyoto offsets within the eu ets a disconnect between the current price of offsets and their marginal cost of production for institutional reasons and uncertainty about future supply and demand of offsets our model expresses the offset price as an average of the eu allowance price and an offset s outside value weighted by the probability of a binding import limit using a monthly series of the united nation s clean development mechanism and joint implementation about offset supply and demand we provide empirical support for our theory of offset price formation counterfactual simulations suggest that the price process is dominated by uncertainty

measuring intertemporal substitution the importance of method choices and selective reporting i examine 2 735 estimates of the elasticity of intertemporal substitution in consumption eis reported in 169 published studies the literature shows strong selective reporting researchers discard negative and insignicant estimates too often which pulls the mean estimate up by about 0 5 the reporting bias dwarfs the effects of methods with the exception of the choice between micro and macro data when i correct the mean for the bias for macro estimates i get zero even though the reported t statistics are on average two the corrected mean of micro estimates of the eis for asset holders is around 0 3 0 4 calibrations greater than 0 8 are inconsistent with the bulk of the empirical evidence jel e21 c83

inflation targeting genuine effects or publication selection bias abstract this paper uses a meta regression analysis mra to evaluate the impact of publication selection bias as for the macroeconomic effects of inflation targeting it a popular approach to implementing monetary policy documented in the existing literature using 8 059 point estimates from 113 studies we show that a significant part of the documented positive effects of it on inflation and to some extent output growth volatility is in fact due to publication selection bias in particular results pointing to lower inflation volatility and higher real gdp growth tend to be favored by researchers as well as those pointing to statistically significant macroeconomic effects however even after controlling for these two types of biases we find it to be correlated with lower inflation and higher real gdp growth differently the evidence on the it inflation volatility relationship is found to be less clear

explanatory meta analysis for the comparison and transfer of regional tourist income multipliers baaijens s r nijkamp p and van montfort k 1998 explanatory meta analysis for the comparison and transfer of regional tourist income multipliers reg studies 32 839 849 this paper aims to demonstrate the potential of quantitative research synthesis in particular meta analysis as a methodology for comparative research with a particular view on tourist impact analysis the attention is focused on regional tourist multipliers which measure the effects of tourist expenditure on the economy of a given area on the basis of a varied sample of studies on tourist multipliers differences among tourist income multipliers are ex post examined the preliminaries of this investigation are discussed in order to elucidate some important issues meta analysis may be confronted with in addition the results of the comparative analysis of previous studies are transferred to the greek island of lesvos this area was estimated to have an average tourist income multiplier falling in between 0 55 and 0 67 baaije

publication bias in the economic freedom and economic growth literature abstract the impact of institutions on economic performance has attracted significant attention from researchers as well as from policy reformers a rapidly growing area in this literature is the impact of economic freedom on economic growth the aim of this paper was to explore publication bias in this literature by means of traditional funnel plots meta significance testing as well as by bootstrapping these meta significance tests when all the available estimates are combined and averaged there seems to be evidence of a genuine and positive economic freedom economic growth effect however it is also shown that the economic freedom economic growth literature is tainted strongly with publication bias the existence of publication bias makes it difficult to identify the magnitude of the genuine effect of economic freedom on economic growth the paper explores the differences between aggregate and disaggregate measures of economic freedom and shows that selection effects are stronger when aggregate measures are used

costs of certified emission reductions under the clean development mechanism of the kyoto protocol abstract this paper examines the cost structure of certified emission reductions cers through various types of projects under the clean development mechanism cdm of the kyoto protocol using the cdm project data the costs of cers and their variation across technology and over time and space are estimated by applying alternative functional forms and specifications results show that the average cost of cers decreases with the project scale and duration scale and duration effects significantly vary across project types and there is an upward trend in costs the results also show that the distribution of the projects in the cdm portfolio or a given location does not strictly follow the relative cost structure nor does the distribution of the cdm projects in different host countries follow the principle of comparative advantage more than 84 of the cdm portfolio consists of various energy projects with substantially higher costs of cers than afforestation and reforestation industrial and landfill gas reduction and methane avoidance projects which are only 12 of all projects while per unit cost of abatement plays an important role in the bottom up and top down models to evaluate emission reduction potential and analyze policy alternatives the findings contradict the presumption of such models that project investors seek out low cost opportunities at the aggregate level the cost of cer by the projects in asia and europe is similar but higher than those hosted in africa americas and oceania yet more than 83 of the projects in the cdm portfolio are located in asia more than 69 of the projects are in china and india alone china appears to have a comparative advantage i e lowest opportunity cost in energy efficiency projects while india has a comparative advantage in hydro power projects and brazil has a comparative advantage in wind power projects in contrast energy efficiency category accounts for only 8 of the cdm projects in china hydro power accounts for 12 of the projects in india and wind power accounts for 18 of the projects in brazil the results provide a basis for evaluating the incentives that the mechanism offers as a cost effective policy instrument that balances greenhouse gas mitigation across sectors and regions while fulfilling the objective of the convention

does environmental performance affect financial performance a meta analysis abstract what do we know about the impact of environmental regulations performance on firm performance after more than three decades of theoretical as well as empirical research the results seem to remain inconclusive some papers suggest that regulations harm firms while others claim that regulations may contribute positively and give an impetus to innovations therefore i examine the heterogeneity in financial environmental performance nexus empirically carrying out a meta regression analysis of 64 outcomes from 37 empirical studies to uncover the underlying factors which can influence the observed variation in the empirical results the results suggest both that the empirical method used matters for the nexus and that the likelihood of finding a negative link between environmental and financial performance significantly increases when using simple correlation coefficients instead of more advanced econometric analysis the results also indicate that the portfolio studies tend to report a negative link between environmental and financial performance this likely reflects the omitted factors in portfolio studies the positive link is found more frequently in common law countries than in civil law countries the results also point to the importance of appropriate time coverage to establish a positive link between environmental and financial performance

is the environmental kuznets curve for deforestation a threatened theory a meta analysis of the literature abstract although widely studied deforestation remains a common research topic the relationship between economic development and deforestation is still in question this paper presents a meta analysis of environmental kuznets curve ekc studies for deforestation using 69 studies offering 547 estimations we shed light on why ekc results differ we investigate the incidence of choices made by authors such as econometric strategy measure of deforestation geographical area and presence of control variables on the probability of finding an ekc after a phase of work corroborating the ekc we find a turning point after the year 2001 building on our results we conclude that the ekc story will not fade until theoretical alternatives are provided

can carbon pricing support onshore wind power development in china an assessment based on a large sample project dataset abstract there is much discussion about whether the rapid expansion of onshore wind power in china is sustainable given the decrease in feed in tariffs fit it is unclear whether the recently launched nationwide carbon pricing system which will include 1700 power companies can compensate for decreasing fits and possibly provide new incentives for wind power developments this paper investigates the ability of carbon pricing policies to compensate for declining fits in support of onshore wind power investment in china first we constructed a dataset of 2059 onshore wind power projects from china s thirty provinces between 2006 and 2015 to estimate the levelized costs of electricity lcoe this dataset was used to assess the profitability of each wind project for different carbon prices varying levels of fits curtailment rate and discount rate our findings suggest that the carbon price can compensate partially for the revenue loss caused by declining fits as well as improving the profitability of projects however current carbon prices in china s carbon emission trading pilots are not sufficiently high to compensate for the revenue losses especially under the grid parity scenario consequently without fits the sustainable development of onshore wind power in china is uncertain a sensitivity analysis of the effect of the carbon pricing policy demonstrates that in the case of higher investment risk and more serious curtailment the effect of carbon pricing policy on promoting the wind power investment seems to be more significant

incomplete pass through and the welfare effects of exchange rate variability abstract this paper considers the implications of incomplete exchange rate pass through for optimal monetary and exchange rate policy a two country model is presented which allows an explicit derivation of welfare functions in terms of a weighted sum of the second moments of producer prices and the nominal exchange rate from a single country perspective the optimal exchange rate variance depends on the degree of pass through the size and openness of the economy the elasticity of labour supply and the volatility of foreign producer prices welfare may be decreasing or increasing in the volatility of the exchange rate

the environment as a factor of production the authors develop a model of environmental resource use in production with an empirical analysis of how electric power companies consume and bank sulfur dioxide pollution permits the model considers emissions fuels and labor as variable inputs with quasi fixed inputs of permits and capital incorporating information from permit markets allows the authors to distinguish between user costs and asset shadow values their findings indicate that firms are holding stocks of pollution permits for reasons other than short term cost savings the results also reveal substantial substitution possibilities between emissions permits stocks and other factors of production the authors speculate that anticipated secondary markets for carbon offset inventories related to the flexibility mechanisms of the kyoto protocol will have similar effects for greenhouse gas emitting firms

international dimensions of optimal monetary policy abstract this paper provides a baseline general equilibrium model of optimal monetary policy among interdependent economies with monopolistic firms and nominal rigidities an inward looking policy of domestic price stabilization is not optimal when firms markups are exposed to currency fluctuations such a policy raises exchange rate volatility leading foreign exporters to charge higher prices vis a vis increased uncertainty in the export market as higher import prices reduce the purchasing power of domestic consumers optimal monetary rules trade off a larger domestic output gap against lower consumer prices optimal rules in a world nash equilibrium lead to less exchange rate volatility relative to both inward looking rules and discretionary policies even when the latter do not suffer from any inflationary or deflationary bias gains from international monetary cooperation are related in a non monotonic way to the degree of exchange rate pass through

land tenure and investment incentives evidence from west africa abstract the existing literature on the relationship between property rights in land and agricultural investment in africa has given results that are often confusing and contradictory i make two clarifying contributions to this literature first i pull together existing studies and investigate whether the results they find have been affected by research methods or local contexts studies with small sample sizes those that use binary investment measures and those that control for household fixed effects are less likely to find a statistically significant link between land tenure and investment self reported tenure security has been a poor predictor of investment outcomes second i test for a relationship between land tenure and agricultural investment in nine data sets from west africa while the link between tenure and investment is significant for fallow and tree planting it is less robust for labor use and other inputs such as manure or chemical fertilizer

transaction costs institutional rigidities and the size of the clean development mechanism transaction costs and institutional rigidities will reduce the attractiveness of the kyoto protocol flexibility mechanisms compared to domestic greenhouse gas abatement options the clean development mechanism cdm in particular is likely to entail considerable costs of baseline development project registration verification and certification the activities implemented jointly pilot phase and the prototype carbon fund programme give indications about these costs there is evidence that projects with high implementation costs have high transaction costs as well moreover cdm projects have to be approved by host country institutions and so far only a small share of host countries has been able to set up these institutions several of the larger host countries intend to only approve projects if the market price is above a certain threshold some governments will also levy fees to finance costs of approval bodies we assess these issues using a quantitative model of the kyoto protocol permit market we conclude that while changes in demand from annex b countries remain the crucial factor the size of the cdm will depend to a significant degree on transaction costs and institutional barriers in host countries

the effect of state and local taxes on economic development a meta analysis economists and policy makers have long questioned the effect of state and local taxes on economic development according to schmenner 55 economists have long argued that taxes had little impact on business location decisions while development practitioners and elected officials ignored this advice and aggressively pursued development by using tax incentives more recent research using improved data and methodologies has begun to show that taxes can make a difference and the emerging consensus among economists now says that taxes do matter this changing view among researchers is perhaps best exemplified in a 1991 study by timothy j bartik 2 bartik examined 84 econometric studies completed since 1979 which assess the impact of state and local taxes on economic growth in the u s he concluded that the long run elasticity of business activity with respect to state and local taxes was between 10 and 60 for studies focusing on intermetropolitan or interstate business economic activity and between 1 0 and 3 0 for intrametropolitan areas however bartik s study did not control for a variety of study characteristics that may have influenced the measured elasticity this study builds upon bartik s analysis by performing a meta analysis of the studies bartik reviewed meta analysis is a method for statistically analyzing results across empirical studies though it has been little used by economists researchers in psychology education and health sciences have used meta analysis extensively this study uses a meta analytic technique suggested by stanley and jarrell 57 to analyze the studies reviewed by bartik the technique yields increased precision for our understanding of the relationship between state and local taxes and economic development the objective of this study is two fold first to derive a more precise estimate of the tax elasticity and second to determine how the inclusion and omission of key variables in the estimated equations influences the elasticity estimates

publication selection and the income elasticity of the value of a statistical life abstract estimates of the value of a statistical life vsl establish the price government agencies use to value fatality risks transferring these valuations to other populations often utilizes the income elasticity of the vsl which typically draw on estimates from meta analyses using a data set consisting of 101 estimates of the income elasticity of vsl from 14 previously reported meta analyses we find that after accounting for potential publication bias the income elasticity of value of a statistical life is clearly and robustly inelastic with a value of approximately 0 25 0 63 there is also clear evidence of the importance of controlling for levels of risk differential publication selection bias and the greater income sensitivity of vsl from stated preference surveys

the cost of air pollution abatement using data from the u s census bureau the authors have developed comprehensive estimates of pollution abatement costs by industry sector for several major air pollutants their results provide conservative benchmarks for benefit cost analysis of pollution control strategies in developing countries they also provide striking evidence of inefficiency in u s command and control regulation the cost estimates reflect the experience of about 100 000 u s manufacturing facilities under actual operating conditions they are based on a complete accounting of costs including capital labor energy materials and services so they should be more useful for benefit cost analysis than idealized engineering estimates but they also reflect strict pollution control regulation and input prices which are probably somewhat higher on average than those in developing countries they should be interpreted as conservative estimates for environmental planning in developing countries regulatory options that are judged to have high net benefits using these numbers would probably look even better if local abatement cost data were available the estimates in this paper can provide useful information for pollution charges they can also help make targeted regulation more cost effective with scarce resources for monitoring and enforcement new regulatory institutions in developing countries will want to focus initially on industry sectors that are the main sources of locally dangerous pollutants after those sectors are identified targeted regulation should be informed by sectoral differences in abatement cost the estimates suggest for example that cost effective control of suspended particulate emissions will focus on wood pulping rather than steelmaking when both are major sources of suspended particulates the reason average particulate abatement costs are four times higher in steelmaking

the effect of discounting on policy choices in inflation targeting regimes very similar for a wide range of preferences of the monetary authority with respect to inflation and output stability we show that when the authority discounts the future outcomes become more sensitive to its preferences and that it is important to take the discount rate into account when examining the question of how the authority s remit should be specified this article addresses a significant result concerning the current uk monetary arrangements derived by bean 1998 he first argues that these arrangements are likely to ensure that the monetary policy committee does not target excess output and so does not face a credibility problem the main result of bean s paper is that if there is no credibility problem the variances of inflation and output obtained by a policy maker are largely independent of its preferences as a result it does not matter that the inflation remit does not specify the relative weight that the bank of england should place on output volatility vis a vis inflation volatility this finding is obtained under the assumption that the authority does not discount the future the purpose of the present article is to show that bean s result is not robust to the relaxation of this assumption with discounting policy outcomes do depend significantly on policy maker preferences the article also shows that this effect of discounting remains true when bean s model is extended to include both forward looking behaviour and effects of exchange rate changes in an open economy in practice current arrangements do little to ensure that planning horizons are long in the uk members of the monetary policy committee are appointed for a term of three years and so the average remaining term of existing members is one and a half years

the determinants of foreign direct investment in transition economies a meta analysis in this paper we conduct a meta analysis of studies that empirically examine the relationship between economic transformation and foreign direct investment fdi performance in central and eastern europe and the former soviet union over the past quarter century more specifically we synthesise the empirical evidence reported in previous studies that deal with the determinants of fdi in transition economies focusing on the impacts of transition factors we also perform meta regression analysis to specify determinant factors of the heterogeneity among the relevant studies and the presence of publication selection bias we find that the existing literature reports a statistically significant non zero effect as a whole and a genuine effect is confirmed for some fdi determinants beyond the publication selection bias

meta analysis of empirical evidence on energy poverty the case of developing economies abstract energy poverty has evolved as an important issue of research from academic and policy perspectives during the last two decades the energy poverty estimates exhibit widespread variations across regions methodologies and datasets making the task of energy and development policies challenging the variations in energy poverty estimates necessitate a systematic and rigorous analysis of these empirical studies to obtain a true measure of energy poverty the present study conducts a meta analysis of 30 studies and 103 estimates of energy poverty on average 71 1 percent of the population in the overall sample studies has been identified as energy poor high i square statistic values suggest heterogeneity bias in the sample studies therefore analysis at the subgroup level has been conducted meta regression analysis of overall sample and subgroups has identified type of methodology citations impact factor of the journal regional dummies average key crude oil price and gross domestic product as significant factors that explain heterogeneity in the energy poverty effect sizes we recommend inclusion of local and regional factors in assessment of energy poverty for developing a uniform methodology to assess energy poverty across developing economies

the benefits of relationship lending in a cross country context a meta analysis relationship lending may create benefits for borrowers by reducing information asymmetries however empirical evidence is mixed we conduct a meta analysis to summarize and explain the heterogeneity in the results in the literature using hand collected information from 101 studies in the united states europe asia and latin america from 1970 to 2010 we find that strong relationships are generally beneficial for borrowers but lending outcomes differ across the relationships dimensions long lasting exclusive and synergy creating bank relationships are associated with higher credit volume and lower loan rates these benefits are more likely in the united states and in countries where bank competition is high they are not related to the importance of small and medium sized enterprises in an economy suggesting that prevalence of relationship lending does not necessarily come along with borrower benefits our inferences are robust when we control for observed systematic heterogeneity in the original

time series minimum wage studies a meta analysis time series minimum wage studies a meta analysis author s david card and alan b krueger reviewed work s source the american economic review vol 85 no 2 papers and proceedings of the hundredth and seventh annual meeting of the american economic association washington dc january 6 8 1995 may 1995 pp 238 243 published by american economic association stable url http www jstor org stable 2117925 accessed 04 11 2011 15 46

the effects of exchange rate variability on international trade a meta regression analysis the trade effects of exchange rate variability have been an issue in international economics for the past 30 years the contribution of this article is to apply meta regression analysis mra to the empirical literature on average exchange rate variability exerts a negative effect on international trade yet mra confirms the view that this result is highly conditional by identifying factors that help to explain why estimated trade effects vary from significantly negative to significantly positive mra evidence on the pronounced heterogeneity of the empirical findings may be instructive for policy first by establishing that average trade effects are not sufficiently robust to generalize across countries and second by suggesting the importance of hedging opportunities hence of financial development for trade promotion for the practice of mra we make a case for checking the robustness of results with respect to estimation technique model specification and sample

citizens consumers and farm animal welfare a meta analysis of willingness to pay studies the sustainable intensification of animal production systems is increasing as a consequence of increased demand for foods originating from animals production diseases are particularly endemic in intensive production systems and can negatively impact upon farm animal welfare there is an increasing need to develop policies regarding animal production diseases sustainable intensification and animal welfare which incorporate consumer priorities as well as technical assessments of farm animal welfare consumers and or citizens may have concerns about intensive production systems and whether animal production disease represent a barrier to consumer acceptance of their increased use there is a considerable body of research focused on consumer willingness to pay wtp for improved animal welfare it is not clear how this relates specifically to a preference for reduced animal production disease incidence in animal production systems a systematic review and meta analysis were conducted to establish the publics wtp for farm animal welfare with a focus on production diseases which arise in intensive systems systematic review methodology combined with data synthesis was applied to integrate existing knowledge regarding consumer wtp for animal welfare and reduced incidence of animal production diseases multiple databases were searched to identify relevant studies a screening process using a set of pre determined inclusion criteria identified 54 studies with the strength of evidence and uncertainty for each study being assessed a random effects meta analysis was used to explore heterogeneity in relation to a number of factors with a cumulative meta analysis conducted to establish changes in wtp over time the results indicated a small positive wtp 0 63 standard deviations for farm animal welfare varying in relation to a number of factors including animal type and region socio demographic characteristics explained the most variation in the data an evidence gap was highlighted in relation to reduced wtp for specific production diseases associated with the intensification of production with only 4 of the 54 studies identified being related to this a combination of market and government based policy solutions appears to be the best solution for improving farm animal welfare standards in the future enabling the diverse public preferences to be taken into consideration

on the sources of heterogeneity in banking efficiency literature one learns two main lessons from studying the great quantity of banking efficiency literature these lessons regard the heterogeneity in results and the absence of a comprehensive review aimed at understanding the reasons for this variability surprisingly although this issue is well known it has not been systematically analyzed before in order to fill this gap we perform a meta regression analysis mra by examining 1 661 efficiency scores retrieved from 120 papers published over the period 2000 2014 the meta regression is estimated by using the random effects multilevel model reml because it controls for within study and between study heterogeneity the analysis yields four main results firstly parametric methods yield lower levels of banking efficiency than nonparametric studies this holds true even after controlling for the approach used in selecting the inputs and outputs of the frontier secondly we show that banking efficiency is highest when using the value added approach followed by estimates from studies based on the intermediation method whereas those based on the hybrid approach are the lowest thirdly efficiency scores also depend on the quality of studies and on the number of observations and variables used in the primary papers as far as the effects of sample size dimension and quality of papers are concerned there are significant differences in sign and magnitude between parametric and nonparametric studies finally cost efficiency is found to be higher than profit and production efficiency interestingly mra results are robust to the potential outliers in efficiency and sample size distributions