|
|
Essays in Behavioural and Experimental Economics
Matoušek, Jindřich ; Havránek, Tomáš (advisor) ; Miklánek, Tomáš (referee) ; Rachinger, Heiko (referee) ; Gechert, Sebastian (referee)
CHARLES UNIVERSITY FACULTY OF SOCIAL SCIENCES Institute of Economic Studies Essays in Behavioural and Experimental Economics Abstract for Dissertation thesis Author: Mgr. Jindřich Matoušek Study program: Economics and Finance Supervisor: prof. PhDr. Tomáš Havránek, Ph.D. Year of defense: 2022 Abstract The dissertation consists of three papers presenting applications of experimen- tal as well as statistical methods to the topics of behavioural economics. The first paper introduces a series of laboratory experiments in which I apply the experimental methods to a complex decision making problem. The second and third papers present quantitative syntheses of the literature on the classi- cal topics of behavioural economics. The general introduction connects these chapters together. Detailed abstracts for individual papers are presented at the beginning of each chapter. In the first paper, I experimentally examine two complex multi-unit auc- tion mechanisms with an opportunity to communicate and thus collude while comparing these mechanisms in terms of efficiency. Strikingly, allowing for communication increases efficiency in examined auction formats. A cheap-talk collusive agreement resulted in a better allocation compared to the treatments without communication. I hypothesize that complex auction formats makes...
|
|
|
Are Women More Risk-Averse than Men? A Meta-Analysis
Černý, Patrik ; Havránek, Tomáš (advisor) ; Bauer, Michal (referee)
Are women more risk averse than men? While a large portion of economic literature confirms this phenomenon, the link between gender and risk aver- sion has not been found to be consistent. We investigate the difference in risk aversion between genders employing meta-analytic methods on 147 estimates collected from 25 primary studies, converted to partial correlation coefficients. We find positive publication bias in our dataset, suggesting that the reported estimates in primary studies are exaggerated. After adjusting for the publica- tion bias, men do not seem to be more risk-taking than women. In addition, we employ Bayesian Model Averaging to examine heterogeneity among the es- timates, controlling for additional 68 variables reflecting the design of primary studies. Based on the heterogeneity results, we find that the publication bias in our dataset is driven by 'lower quality' studies based on the RePEc ranking of economic journals. This finding also aligns with our robustness checks on sub- sets divided according to the quality of journals publishing the primary studies.
|
|
|
Immigration and Wages: A Meta-Analysis
Nepivoda, Lukáš ; Havránek, Tomáš (advisor) ; Pertold-Gebicka, Barbara (referee)
Increasing number of international migrants in last decades attracts the attention of researchers who attempt to estimate the effect of immigration on the wages of native workers. Despite the extensive body of empirical literature, there is no consensus about the true effect. We employ modern techniques in the meta-analysis to address this question. Using original dataset consisting of 644 estimates from 20 primary studies which reflects the last 30 years of the research on the topic in hand we inspect the literature for the presence of publication bias and explain the heterogeneity in the estimates of primary studies. Although, there is some uncertainty about our results, findings from linear and non-linear tests for publication bias suggests the overall effect close to zero or slightly positive. Moreover, we find an evidence that immigration causes distributional effects which contribute to wealth inequality.
|
|
|
Marginal Abatement Costs of Greenhouse Gas Emissions: A Meta-Analysis
Křížková, Alžběta ; Havránek, Tomáš (advisor) ; Ščasný, Milan (referee)
This thesis uses up-to-date meta-analysis methods to produce a systematic summary of the literature on marginal abatement costs (MAC) of greenhouse gas emissions. It collects 242 MAC estimates for 2030 and 2050 from 59 studies. Besides the usual tests for publication bias, the study employs several modern non-linear tests, such as the TOP 10, the Kink method, the Stem method, and others. Subsequently, Bayesian model averaging is performed for the first time in MAC literature to reveal a mild negative publication bias for the MAC in 2050. The thesis reveals that newer studies provide higher estimates of MAC. Other factors influencing MAC estimation are the size of stabilisation targets, emissions baseline, utilising the LEAP model, the inclusion of other greenhouse gases besides carbon dioxide, and considering the long-run decision making. Several robustness checks are conducted along the way to confirm the selection of the dataset and the robustness of the BMA analysis (using weighted BMA, FMA, OLS). The true value of MAC in 2030 corrected for publication bias is around 32 EUR/tCO2-eq, while for 2050, it is 59 EUR/tCO2-eq. 1
|
|
|
Dendrochronological dating of catastrophic slope movements
Tumajer, Jan ; Treml, Václav (advisor) ; Burda, Jan (referee)
Mass-movements are one example of natural processes that can pose a serious risk for human beings and their possessions. Dendrochronology, a method capable of their reconstruction, can provide parameters of former events, which can be used for planning protective measures. The possibilities for the application of dendrochronological methods have been tested by means of meta-analysis of electronic and printed scientific articles and a case study focused on former avalanche activity in Schustler's avalanche path (Labský důl, Krkonoše Mts.). The main conclusion of the first one is the clear spatial disproportion of the recent dendrogeomorphological research activities - e.g. the dating of avalanches is typical for mountains of Montana (USA); the Alpine region (mainly Switzerland), on the other hand, absolutely dominates in the research of debris-flows. In the case study, the analysis of material with well-chosen indicators led to high accuracy results comparable with the results of scientific articles focused on avalanches, and made the identification of 14 years (in the period 1953-2007) with potential avalanche acitvity possible. Although methods of dendrogeomorphology are usually neglected in the research of avalanches in the Czech republic, their great potential for future applications is shown....
|
|
|
The Price Elasticity of the Demand for Higher Education: A Meta-Analysis
Kiiashko, Olesia ; Havránek, Tomáš (advisor) ; Korbel, Václav (referee)
The main question of this study is whether the demand for higher education is relatively sensitive to tuition fee changes or is price inelastic. There is no definite answer in the literature. Approximately 52% of the estimates show it to be insignificant, 43% rate it as statistically negative, and approximately 5% are statistically positive. In a quantitative survey of 562 estimates reported in 48 studies, it has been found that large increases in tuition fees have a disproportionately negative impact on enrollment when potential publication bias and method heterogeneity are taken into account. The publication bias tests show that negative results are more preferable among researchers, because it is well supported by theory (when prices increase demand decreases). The results also suggest that four aspects of study design are especially effective in explaining the differences across primary studies: (1) the longer time period negatively associated with the price c of demand for higher education, (2) while the cross sectional estimations have reported more negative results, panel data estimations have reported fewer negative results, (3) controlling for endogeneity is crucial, (4) while controlling for unemployment rate has no clear conclusive impact, controlling for income is not significantly...
|
|
|
Income Elasticity of Water Demand: A Meta-Analysis
Vlach, Tomáš ; Havránek, Tomáš (advisor) ; Červinka, Michal (referee)
If policymakers address water scarcity with the demand-oriented approach, the income elasticity of water demand is of pivotal importance. Its estimates, however, differ considerably. We collect 307 estimates of the income elasticity of water demand reported in 62 studies, codify 31 variables describing the estimation design, and employ Bayesian model averaging to address model uncertainty inherent to any meta-analysis. The studies were published between 1972 and 2015, which means that this meta-analysis covers a longer period of time than two previous meta-analyses on this topic combined. Our results suggest that income elasticity estimates for developed countries do not significantly differ from income elasticity estimates for developing countries and that different estimation techniques do not systematically produce different values of the income elasticity of water demand. We find evidence of publication selection bias in the literature on the income elasticity of water demand with the use of both graphical and regression analysis. We correct the estimates for publication selection bias and estimate the true effect beyond bias, which reaches approximately 0.2. 1
|
|
|
Creation and evaluation of information resources in medicine
Janda, Aleš ; Kasal, Pavel (advisor) ; Hendl, Jan (referee) ; Mihál, Vladimír (referee) ; Sumerauer, David (referee)
A field covering generation and evaluation of the medical information is a broad one. During my doctoral studies I focused on medical information mainly using the evidence-based medicine (EBM) principles. This approach leads to the use of currently best available medical data in the treatment of patients. The EBM methodology might be classified into two basic groups: afferent and efferent one. The afferent part is focused on development of information resources whereas the efferent one promotes optimal use of these resources and a critical application of the retrieved facts. Due to practical reasons (to limit extent of the text) I concentrated in the thesis on only one field of my activity. The text deals mainly with afferent part of EBM, namely with formation of a qualitative and quantitative synthesis of knowledge through compilation of a systematic review and meta-analysis. Compilation of systematic reviews of prognostic markers is discussed in a detail. It is a field not appropriately covered in the Czech literature. The practical outcome documented in the thesis is a description of the systematic review of immunohistochemical prognostic markers in intracranial ependymomas that was created and published by our research team. Compilation of this systematic review and meta-analysis was one of the...
|
|
|
Meta-Analysis in Economics: Application to Measuring the Euro's Trade Effect
Polák, Petr ; Havránek, Tomáš (advisor) ; Havránková, Zuzana (referee)
Meta-analysis is a very strong and effective tool designed for the synthesis of results of empirical research. It provides a possibility to make reliable conclusions and offers more systematic and unbiased view at empirical studies than do narrative reviews. This thesis begins with description of meta-analysis from the theoretical point of view and, therefore, is the first Czech-written methodology of modern meta-analysis suitable for economics. This part is followed by an applied meta-analysis that investigates the euro effect on common trade exchange, and the analysis is focused on publication bias and the use of the multilevel random effects model. The empirical part is based on 2580 estimates gathered from 33 studies that investigate the relationship between euro and trade volume. The meta-analysis reveals the presence of publication bias, confirms the economic research cycle hypothesis and estimates, according to the available literature, that the true Rose effect lies probably between 2 and 6 percent.
|
|
|
Meta-analysis: User motivations to use mobile dating apps
Petrová, Angelika Nelly ; Soukup, Petr (advisor) ; Tuček, Milan (referee)
This diploma thesis focuses on the motivations of users to create an account within the location- based mobile dating applications. The work is processed by statistical analysis of already published studies dealing with the same or similar topics. The main target of this paper is to calculate the effect size of individual motives in relation to the sex of the respondents. The diploma thesis starts with description of the history of online dating, specific mobile applications included in my meta-analysis, user behavior in individual stages of using these applications (profile settings, selection of other profiles, communication and its development in time), followed by the methodological part where the meta-analysis itself is desribed, the process of its creation and its weak and strong aspects. In the following chapter the results of the meta-analysis and their interpretation are presented as well as self-reflection of this paper along the recommendations for future researches. Analysis helped to reveal the differences between the sexes and also helped to synthesize the acquired studies dealing with this topis. The most notable influence of gender can be seen in the motivation of casual sex, to a lesser extent in the motivation to seek love, friends, the use of the application because of the ease...
|
guest ::
