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Articles 1 - 30 of 88
Full-Text Articles in Behavioral Economics
Crop Yield Shocks And Conflict In Sub-Saharan Africa: Subnational Evidence From Satellite-Based Yield Predictions, Benson I. Adomako
Crop Yield Shocks And Conflict In Sub-Saharan Africa: Subnational Evidence From Satellite-Based Yield Predictions, Benson I. Adomako
Master's Theses
This paper examines whether crop yields affect violent conflict at the subnational level across seven Sub-Saharan African countries: Burkina Faso, Ethiopia, Mali, Malawi, Niger, Nigeria, and Tanzania, over the period 2010 to 2024. A central identification challenge is that observed yields are endogenous to conflict: armed violence disrupts planting, cultivation, and harvest. To address this, I train a machine learning model on observed maize yield and satellite and environmental features to generate predicted yields for 1,338 second-level administrative districts annually. These predictions serve as the key regressor in a two-way fixed-effects panel with district and year fixed effects. I find …
Fueling Reactions: Three Empirical Essays On Behavioral Responses, Economic Shocks, And Energy Markets, Euclides Coelho De Medeiros Correia
Fueling Reactions: Three Empirical Essays On Behavioral Responses, Economic Shocks, And Energy Markets, Euclides Coelho De Medeiros Correia
Economics Theses and Dissertations
This dissertation examines how shocks in energy and commodity markets propagate through local economies and reshape human behavior, spanning three empirical essays that connect energy markets to electoral behavior, commodity price dynamics, and criminal violence.
Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray
Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray
Journal of Humanities and Social Sciences
The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …
Willingness To Pay And Market Potential For Biowrap: An Economic Study Of A New Biodegradable Mulch Product In Home Gardening, Gengchen Cai
Willingness To Pay And Market Potential For Biowrap: An Economic Study Of A New Biodegradable Mulch Product In Home Gardening, Gengchen Cai
Department of Agricultural Economics: Dissertations, Theses, and Student Research
This study explores the market potential of BioWRAP, a biodegradable sprayable weed suppression product, by assessing the willingness to pay (WTP) among American home gardeners. Traditional plastic mulch offers significant agronomic benefits but poses considerable environmental challenges, making BioWRAP a promising alternative due to its similar benefits and reduced environmental impact. Using a double-bounded contingent valuation method, we analyze the WTP for BioWRAP among different demographic groups and gardening practices. Our findings indicate that the highest WTP for BioWRAP is among home gardeners who currently use chemical sprays for weed suppression, followed by those using physical barriers, with the lowest …
Exploring The Impact Of Weekly Farmers’ Market In The City Of Carson, Ca In Promoting Equitable Access To Locally Grown Fruits And Vegetables, Daisy Lopez Valdez M.P.H.
Exploring The Impact Of Weekly Farmers’ Market In The City Of Carson, Ca In Promoting Equitable Access To Locally Grown Fruits And Vegetables, Daisy Lopez Valdez M.P.H.
Master's Projects and Capstones
Despite their many benefits to the community, farmers’ markets suffer from several important limitations. This paper will provide guidance on practices and interventions that can improve the effectiveness of the local Carson, California farmers’ market, known as the South Bay Pavilion Farmer’s Market, in increasing equitable access to and consumption of locally grown fruits and vegetables with the goal of reducing obesity and diabetes rates among residents.
The needs and assets assessment developed will evaluate the success of the City of Carson South Bay Pavilion Farmers’ Market and provide recommendations based on the findings. The proposed research will follow an …
Linking Risk Preference, Women’S Empowerment, Farm Investment And Household Well-Being, Samuel Olusesi Olumide
Linking Risk Preference, Women’S Empowerment, Farm Investment And Household Well-Being, Samuel Olusesi Olumide
Department of Agricultural Economics: Dissertations, Theses, and Student Research
A nuanced understanding of intra-household dynamics can inform the design of more effective empowerment and agricultural investment policies. By integrating household risk preferences and empowerment dynamics, this work offers valuable insights into the complex mechanisms driving household welfare and provides a framework for future interventions to promote gender equality and economic development in rural settings. This thesis addresses three core hypotheses: first, that the spouses of risk-seeking male heads are more likely to be disempowered compared to those of risk-averse male heads; second, that households with risk-seeking male heads and disempowered spouses are likely to invest more in farming activities; …
Stock Market Volatility In The United Kingdom: Simulating Post-Covid-19 Recovery, Bala A. Dahiru, Mohammed Shuaibu, Najibullah Hassanov
Stock Market Volatility In The United Kingdom: Simulating Post-Covid-19 Recovery, Bala A. Dahiru, Mohammed Shuaibu, Najibullah Hassanov
CBN Journal of Applied Statistics (JAS)
This paper investigates the time it would take for the FTSE-100 index to reach its post-COVID-19 peak. The paper utilises an exponential generalised autoregressive conditional heteroscedasticity (EGARCH) model that accounts for leverage effect and asymmetries. The preferred models amongst competing variants was the Autoregressive Moving Average (ARMA)-EGARCH(2,1) specification and was used to predict daily FTSE-100 data from 5th January 2000 to 21st June 2024. The empirical exercise showed that the COVID-19-induced financial crisis negatively affected the United Kingdom’s stock market performance. The results show that the FTSE100 index could reach its post-pandemic peak around 27th August, 2024 (two months after …
U.S. Government Agency Podcasts, Bert Chapman
U.S. Government Agency Podcasts, Bert Chapman
Libraries Faculty and Staff Presentations
Presents podcasts from U.S. Government agencies which can be discovered through the U.S. Government Publishing Office's Catalog of Government Publications. Agencies whose podcasts are presented include the National Institutes of Health, U.S. Peace Corps, U.S. Department of Agriculture, Government Accountability Office (GAO), National Park Service, Department of Justice, Federal Reserve System, and U.S. Naval War College.
Measuring Changes In Pork Demand, Welfare Effects, And The Role Of Information Sources In The Event Of An African Swine Fever Outbreak In The United States, Pratyoosh Kashyap, Jordan F. Suter, Sophie C. Mckee
Measuring Changes In Pork Demand, Welfare Effects, And The Role Of Information Sources In The Event Of An African Swine Fever Outbreak In The United States, Pratyoosh Kashyap, Jordan F. Suter, Sophie C. Mckee
United States Department of Agriculture Wildlife Services: Staff Publications
African swine fever (ASF) has never been detected in the United States, but the current global outbreak threatens to change that. Although ASF poses no known risk to human health and is not a food safety concern, little is known about the response in U.S. consumer demand in case of an outbreak. We use an online survey experiment, following the one-and-one-half-bound dichotomous choice contingent valuation approach to estimate changes in consumers’ willingness to pay for pork in case of an ASF outbreak. Using these estimates, we find that demand for unprocessed pork (processed pork) products in the U.S. is predicted …
Modelling The Naira Exchange Rate Dependence Using Static And Time-Varying Copula, Kabir Katata
Modelling The Naira Exchange Rate Dependence Using Static And Time-Varying Copula, Kabir Katata
CBN Journal of Applied Statistics (JAS)
This paper examines the dependence structure of different currencies versus the Nigerian Naira using constant and time-varying copula. Daily Naira/USD, Naira/Yuan, Naira/Pound, and Naira/Euro exchange rates from 23 December 2011 to 12 May 2020 were utilised. We fitted eight constant and time-varying copula families using the exchange rate standardised residuals. The study finds that the Naira exchange rate may be estimated with student t-copula, Symmetrized Joe-Clayton (SJC), or Rotated Gumbel copula models and Autoregressive (AR)– Glosten Jagannathan RunkleGeneralized Autoregressive Conditional Heteroscedastic (GJR-GARCH) (1,1) models with skewed t residuals for margins. The Naira exchange rate returns is timevarying, tail-dependent, and asymmetric. …
Assessing Determinants Of Participation In Conservation Programs In The U. S., Manita Ale
Assessing Determinants Of Participation In Conservation Programs In The U. S., Manita Ale
Department of Agricultural Economics: Dissertations, Theses, and Student Research
The United States Department of Agriculture (USDA) has implemented conservation programs through Natural Resources Conservation Service (NRCS) and Farm Service Agency (FSA). Conservation Reserve Program (CRP), Conservation Stewardship Program (CSP), and Environmental Quality Incentives Program (EQIP) are some of them. These programs provide financial and technical assistance to farmers and ranchers to adopt land management practices that generate environmental benefits. In this study, we explore the determinants of participation in conservation programs (CRP, CSP, EQIP) in Iowa, Kansas, and Nebraska. For this, we use a unique survey-based data set comprising observations from row crop farmers in these states. We are …
Modelling The Impact Of Government Expenditure On Economic Growth In Nigeria: The Moderating Effects Of Oil And Non-Oil Revenue, Victor U. Ijirshar, Gaius M. Asombo, Florence D. Bundepuun, Ashifa Tersugh, Ayila Ngutsav
Modelling The Impact Of Government Expenditure On Economic Growth In Nigeria: The Moderating Effects Of Oil And Non-Oil Revenue, Victor U. Ijirshar, Gaius M. Asombo, Florence D. Bundepuun, Ashifa Tersugh, Ayila Ngutsav
CBN Journal of Applied Statistics (JAS)
This study examines the relationship between government expenditure and economic growth and assesses the moderating effects of oil revenue and non-oil revenue in Nigeria from 1981 to 2021. The study uncovered short-term asymmetry in the government expenditure-economic growth nexus while the long-term relationship was symmetric. The study found that government expenditure is a significant determinant of economic growth in Nigeria and that oil and non-oil revenue influences the nexus between government expenditure and economic growth in Nigeria positively. The study recommends efficient management of oil revenue, directing investments during high revenue periods and ensuring fiscal sustainability. Government should also establish …
Improving The Efficiency Of Exponential Ratio-Type Estimator For Population Median: A Calibration Weight Adjustment Approach, Mathew J. Iseh, Kufre J. Bassey
Improving The Efficiency Of Exponential Ratio-Type Estimator For Population Median: A Calibration Weight Adjustment Approach, Mathew J. Iseh, Kufre J. Bassey
CBN Journal of Applied Statistics (JAS)
This paper modifies the Bahl and Tuteja exponential ratio-type estimator for population median under simple random and stratified sampling schemes using calibration weight adjustment technique with supplementary information to vary the stratum weights. The bias and mean square error of the modified estimator were obtained up to the second-order approximation, which satisfies the necessary conditions for efficiency. The findings show that the new estimator surpasses existing estimators in efficiency gain. This suggests the appropriateness of calibration weight modification in boosting the efficiency of a population parameter estimator under stratified random sampling especially where the population parameter of the auxiliary variable …
Sweet And Timely Insurance: The Role Of Honey In Reducing Coffee Producer Food Insecurity Exposure In Mexico, Grant Xavier Storer
Sweet And Timely Insurance: The Role Of Honey In Reducing Coffee Producer Food Insecurity Exposure In Mexico, Grant Xavier Storer
Master's Theses
Smallholder coffee producers face a combination of pre- and post-harvest risk factors that leaves them particularly vulnerable to food insecurity. A popular form of on-farm diversification is honey production through beekeeping, that has both nutritional and commercial value. This study investigates the role of honey production as means of food security management due to the heightened pollinating activity during the coffee flowering stage that follows the annual coffee harvest provides an additional non-contemporaneous source of income. Using primary data collected in coffee-producing regions of Chiapas, Mexico, I find that during the honey harvest months, which occurs during the early stage …
The Role And Implications Of Negotiation In Fed Cattle Transactions, Taralee Hudson
The Role And Implications Of Negotiation In Fed Cattle Transactions, Taralee Hudson
Department of Agricultural Economics: Dissertations, Theses, and Student Research
Within the past three decades, a significant evolution has occurred in how fed cattle are bought and sold. Driven by changes in the quality of beef and consumer health preferences, the beef industry began to advocate for “value-based marketing,” resulting in the development of grid pricing and eventually formula transactions. Alternative marketing arrangements (AMAs) have become the predominant method used for the sale of fed cattle, ultimately resulting in fewer transactions in the negotiated cash market. Such market conditions have recently reignited concerns among industry stakeholders about potentially uncompetitive outcomes for beef producers, particularly after the occurrence of sequential Black …
An Exploration Of Influences On Consumers' Behaviors/Decisions In Relation To Animal Agriculture, Abigail Durheim
An Exploration Of Influences On Consumers' Behaviors/Decisions In Relation To Animal Agriculture, Abigail Durheim
Department of Agricultural Leadership, Education, and Communication: Dissertations, Theses, and Student Research
Animal agriculture provides many daily resources for consumers around the globe. While the average American is at least three generations removed from agriculture, they still hold power to influence the industry with the dollar and their vote. The purpose of this study was to identify influences on consumer behaviors/decisions in relation to animal agriculture. Seven hundred four complete and usable responses were collected via a researcher-developed online survey. Using branding concepts as a framework, the first study evaluated how visual stimuli influenced consumers' intention to purchase Nebraska beef products. Researchers found that visual stimuli did influence respondents to choose Nebraska …
U.S. Consumers’ Willingness To Pay For Raised Carbon-Friendly Beef: Moderation Effect Of Information And Consumer Characteristics, Mariam Ishaq
Electronic Theses and Dissertations
No abstract provided.
What Is The Value Of Ethanol To Nebraska Corn Producers?, Austin Harthoorn
What Is The Value Of Ethanol To Nebraska Corn Producers?, Austin Harthoorn
Department of Agricultural Economics: Dissertations, Theses, and Student Research
In this thesis, we examine the role of local ethanol plants on net price received by Nebraskan corn growers, with net price comprised of the grain buyer’s bid onsite less the transportation cost incurred through delivery. As each farm operation is uniquely located between different sets of grain buyers, an ethanol plant impacts each grower’s net price to a different degree, depending on location. Exploring this, we use grain bid and transportation cost data based on actual ethanol plants, grain elevators, and sample farm locations in Nebraska, estimating the diversely located corn grower’s net prices received from surrounding grain buyers. …
Effect Of Monetary Policy Rate On Market Interest Rates In Nigeria: A Threshold And Nardl Approach, Oluwafemi E. Awopegba, Joseph O. Afolabi, Lydia T. Adeoye, Godwin O. Akpokodje
Effect Of Monetary Policy Rate On Market Interest Rates In Nigeria: A Threshold And Nardl Approach, Oluwafemi E. Awopegba, Joseph O. Afolabi, Lydia T. Adeoye, Godwin O. Akpokodje
CBN Journal of Applied Statistics (JAS)
This study examines the effect of monetary policy rate (MPR) on market interest rates in Nigeria. For parsimony, we develop two indexes called the short-term interest rate (SINT) and Lending interest rate (LINT) to represent deposit and lending rates respectively. The nonlinear autoregressive distributed lag (NARDL) and threshold regression models are adopted. The study uses monthly data from 2002:M1 to 2019:M12. The results of the threshold regression model indicate that the degree of the effect of MPR on SINT and LINT above the estimated threshold of 11 and 13 percent respectively is greater and significant than if MPR were to …
Social Dimension Of Inclusive Growth In Ecowas: Implication For Poverty Reduction, Toriola K. Anu, Goerge O. Emmanuel, Ajayi O. Felix
Social Dimension Of Inclusive Growth In Ecowas: Implication For Poverty Reduction, Toriola K. Anu, Goerge O. Emmanuel, Ajayi O. Felix
CBN Journal of Applied Statistics (JAS)
This study investigates the implication of the social dimension of inclusive growth on poverty reduction in Economic Community of West African States (ECOWAS) countries. It specifically examines how social indices of inclusive growth comprising of income inequality, education, and health outcomes affect poverty reduction. The study uses a panel dataset of the six (6) lower-middle income countries in ECOWAS which was analysed via panel Difference Generalised Method of Moment (D-GMM). The results show that GDP per capita exerts significant negative effect on poverty while inequality, education and health outcomes do not show significant effect on poverty. Although, the estimates of …
Effect Of Fdi Inflows On Employment Generation In Selected Ecowas Countries: Heterogeneous Panel Analysis, Timothy A. Aderemi, Olawunmi Omitogun, Bukonla G. Osisanwo
Effect Of Fdi Inflows On Employment Generation In Selected Ecowas Countries: Heterogeneous Panel Analysis, Timothy A. Aderemi, Olawunmi Omitogun, Bukonla G. Osisanwo
CBN Journal of Applied Statistics (JAS)
The aim of this study is to examine the effect of FDI on employment in ECOWAS sub region between 1990 and 2019. The study utilizes a panel autoregressive distributed lag model to analyse the short run and long run relationship between FDI and employment across ECOWAS sub region. In the short run, the impact of FDI on employment is negative and statistically not significant. Meanwhile, in the long run FDI has a positive and statistically significant impact on employment rate. This implies that FDI has the capacity to generate employment in countries in ECOWAS sub region. Therefore, this study recommends …
Impact Of Covid-19 Pandemic On The Nigeria Stock Market: A Sectoral Stock Prices Analysis, Peter A. Adekunle, Yakubu A. Bello, Udochukwu G. Nwachukwu
Impact Of Covid-19 Pandemic On The Nigeria Stock Market: A Sectoral Stock Prices Analysis, Peter A. Adekunle, Yakubu A. Bello, Udochukwu G. Nwachukwu
CBN Journal of Applied Statistics (JAS)
This study examines the impact of the COVID-19 pandemic on sectoral stock prices in Nigeria stock market using daily data covering from February 28, 2020 to June 26, 2020. Applying the autoregressive distributed lag (ARDL) bounds test, the study finds that COVID-19 pandemic had adverse impact on the stock market indices in the short run. Furthermore, the study documents negative response of sectoral stock prices to the pandemic while the stock prices of the banking sub-sector are the worst hit. Compared to the consumer goods, and industrial subsector indices, the speed of adjustment to long run equilibrium is faster for …
Are Risk Attitudes And Rainfall Variability Determinants Of Diversification? Evidence From Rondonia, Brazil, Brenna Swinger
Are Risk Attitudes And Rainfall Variability Determinants Of Diversification? Evidence From Rondonia, Brazil, Brenna Swinger
Graduate Student Theses, Dissertations, & Professional Papers
Risk exposure and management are inherent to smallholder farmers. One of the risks they face is climate change. Climate change decreases rainfall, increases frequency of drought, adds heat stress to crops from higher temperatures, and leads to higher rainfall variability. The threat of rainfall variability causes higher production in some years and lower in others. Even if the average income remains the same, people’s welfare is reduced by the variability and the size of the loss will depend on their attitudes towards risk.
Diversification is one adaption strategy that may help reduce climate risk. Diversified farmers produce multiple types of …
Tourism And Terrorism- A Study Of Jammu And Kashmir, Altaf Ahmd Kumar
Tourism And Terrorism- A Study Of Jammu And Kashmir, Altaf Ahmd Kumar
Journal of Tourism Insights
Abstract
Purpose - This research article analyzes terrorism and its impacts on tourism in Jammu and Kashmir. This article aims to know what terrorism is and how it impacts the tourism sector in the three geographical regions of erstwhile Jammu and Kashmir bifurcated into two union territories by the Indian government after the abrogation of Article 370 of the Indian constitution.
Methodology - Secondary data sources have been used, collected from Director Tourism Kashmir, Director Tourism Jammu, Jammu, and Kashmir Coalition of Civil Societies, and Home Ministry of India. In this research paper, the Vector Error Correction Model (VECM) of …
Measuring Palatability As A Linear Combination Of Nutrient Levels In Food Items, Jeffrey S. Young
Measuring Palatability As A Linear Combination Of Nutrient Levels In Food Items, Jeffrey S. Young
Faculty & Staff Research and Creative Activity
It well known that palatability and nutritional quality of foods and/or diets are viewed as being in tension with one another. While there exist multiple measures of healthiness, there are no such measures for tastiness. This gap limits the degree to which researchers can investigate this tension and its implications for dietary behavior and hence public health and nutrition policy. The scope of future work concerning the dietary behavior of Americans would expand greatly if researchers better understood consumers’ willingness to eat certain foods, which matters as much as recommending those foods for them to eat in the first place. …
Determinants Of Female Bargaining Power In Northern Mozambican Households, Sara Marilyn Gardner
Determinants Of Female Bargaining Power In Northern Mozambican Households, Sara Marilyn Gardner
Agricultural Economics and Agribusiness Undergraduate Honors Theses
Melinda Gates stated, “If you search for poverty, you will find women who don’t have power. If you explore prosperity, you will find women who do have power and use it.” Throughout Sub-Saharan Africa, women are expected to perform disproportional amounts of labor but are often ignored in household decision-making regarding social and economic matters. The United Nations Development Program (UNDP) states that women in Mozambique are highly disadvantaged, relative to men, due to low levels of education, maternal health risks, restricted economic prospects, and cultural norms. This study aims to better understand the causes of female empowerment in Northern …
The Impact Of Mindfulness On Healthy Food Choices, Kaylea Hopfer
The Impact Of Mindfulness On Healthy Food Choices, Kaylea Hopfer
Graduate Theses and Dissertations
The practice of mindfulness has a long history in research, particularly psychological studies. In this paper I examine the effects of a short mindfulness intervention on healthy food purchases. Specifically, I developed an online survey and recruited 634 participants via Prolific between July 24 - July 27, 2020. I randomly assigned participants to either a mindfulness manipulation or a control condition. Following treatment (or control) participants completed a food choice task and various other control. Following the survey, I analyzed data using R version 4.0.2 (2020-06-22) and R-Studio. I estimated three different regression models, ordinary least squares (OLS), Poisson, and …
Three Essays In Applied Econometrics: Agricultural And Energy Economics, Kuan-Ming Huang
Three Essays In Applied Econometrics: Agricultural And Energy Economics, Kuan-Ming Huang
Graduate Theses, Dissertations, and Problem Reports (ETD)
This dissertation examines three empirical issues in energy and agricultural economics using econometrics models whose titles are: 1) Do Natural Hazards in the Gulf Coast Still Matter for State-Level Natural Gas Prices in the US? Evidence After the Shale Gas Boom; 2) Do Exploitations of Marcellus and Utica Shale Formations Improve Regional Economy in Ohio, Pennsylvania, and West Virginia? A Synthetic Control Analysis; and 3) How Did Covid-19 Impact US Household Food Spending? An Analysis Six Months In.
The first essay assesses the impact of natural hazards on state-level natural gas prices and evaluates the effects of the shale gas …
Examining The Effects Of Public Policies And Addiction On Purchase Of Tobacco Products With Causal Inference And Machine Learning Methods, Xueting Deng
Theses and Dissertations--Agricultural Economics
My three essays explore the effects of tobacco policies and addiction on the consumption of e-cigarettes and other tobacco products. Recently, jurisdictions imposed taxes and other regulations on e-cigarettes, with the hope to raise tax revenues and address health concerns regarding e-cigarette use, especially youth addiction. My first essay in Chapter 1 focuses on the effects of e-cigarette taxes on sales of e-cigarettes. It compares the two types of tax policies on sales of e-cigarettes, cigarettes, and smoking-cessation products. This comparison provides information for lawmakers on decisions of taxes regarding the perspectives of revenue generation and tobacco control. Second, after …
Actual Versus Hypothetical Wta Stated Values For Recreational Fishing Licenses: Experimental Evidence Of Fish Tales, Scott Steinback, Kristy Wallmo, Sabrina Lovell, Eric Thunberg, John Foster
Actual Versus Hypothetical Wta Stated Values For Recreational Fishing Licenses: Experimental Evidence Of Fish Tales, Scott Steinback, Kristy Wallmo, Sabrina Lovell, Eric Thunberg, John Foster
Journal of Ocean and Coastal Economics
We compared hypothetical willingness to accept (WTA) values for Massachusetts saltwater recreational fishing licenses with WTA values obtained in an actual (simulated) marketplace. Using a dichotomous choice contingent valuation approach, our results align with past evidence that found WTA values elicited from hypothetical transactions overstate those derived from an actual marketplace. We also provide the first evidence about the effectiveness of an ex-post certainty adjustment technique in a WTA environment. While the adjustment technique has been found to eliminate hypothetical bias in willingness to pay (WTP) settings, we find that when applied in a WTA setting, the approach mitigates but …