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Full-Text Articles in Business

Bubbly Booms And Welfare, Feng Dong, Yang Jiao, Haoning Sun Jul 2024

Bubbly Booms And Welfare, Feng Dong, Yang Jiao, Haoning Sun

Research Collection School Of Economics

We show the competing effects of a housing bubble on the real economy by developing a multi-sector dynamic model with housing production. On the one hand, firms can sell or collateralize their housing, so a housing bubble helps firms obtain credit to finance their investment and expand production. On the other hand, a boom in the housing sector crowds out labor in the non-housing sector. We show that housing booms can reduce social welfare both in the steady state and in the transitional dynamics only when the production externalities in the non-housing sector are sufficiently large. We quantitatively evaluate our …


Can Corporate Sustainability Performance (Csp) Overcome Indonesia's Corporate Debt Problems?, Johnson Ferry Febrian, Nora Sri Hendriyeni Jun 2024

Can Corporate Sustainability Performance (Csp) Overcome Indonesia's Corporate Debt Problems?, Johnson Ferry Febrian, Nora Sri Hendriyeni

Jurnal Akuntansi dan Keuangan Indonesia

Based on IMF publications (2022), Indonesian companies have a risky debt level that may cause bankruptcy, so companies are required to make leverage adjustments to return the debt to its optimal level. In recent years, corporate sustainability performance (CSP) practices have been proven to improve performance and overcome financial problems such as debt by integrating sustainability aspects into business processes. Based on stakeholder theory and trade-off theory, this study aims to examine the effect of CSP on leverage adjustment and the role of competitive advantage, equity mispricing, profitability, and firm size in moderating this relationship. This study used a sample …


Policy Frameworks And Citizens’ Use Of Fintech Solutions: The Pros And Cons In Egypt, Salma Al-Mohamady Jun 2024

Policy Frameworks And Citizens’ Use Of Fintech Solutions: The Pros And Cons In Egypt, Salma Al-Mohamady

Theses and Dissertations

This thesis provides a comprehensive analysis of the significant influence of financial technology (FinTech) on the banking industry, consumer finance, and economic growth. It specifically concentrates on the swiftly changing FinTech environment in Egypt. The study investigates the impact of incorporating advanced technologies on worldwide financial practices, which has significantly transformed traditional banking models and facilitated the emergence of inventive financial services. The transition is clearly apparent in Egypt, where the expansion of FinTech has been driven by advances in regulations, adaptation to technology, and a population that is becoming more comfortable with digital solutions.

Using a combination of quantitative …


Green Transition And Financial Stability: The Role Of Green Monetary And Macroprudential Policies And Vouchers, Ying Tung Chan, Maria Teresa Punzi, Hong Zhao Apr 2024

Green Transition And Financial Stability: The Role Of Green Monetary And Macroprudential Policies And Vouchers, Ying Tung Chan, Maria Teresa Punzi, Hong Zhao

Sim Kee Boon Institute for Financial Economics

This paper analyzes a mix of alternative policies in supporting the green transition and the phase-out of fossil fuels, without compromising financial stability. An environmental dynamic stochastic general equilibrium (E-DSGE) model with two sectors (green and brown) and endogenous default is developed to assess potential climate-induced financial stability threats that can be mainly generated through physical and transition risks mechanism. Those risks are evaluated through a compound capital depreciation shock and a carbon tax shock. The paper offers several findings. First of all, a too stringent carbon tax would increase the medium-term default rate in both sectors, harming financial stability …


Capital Expenditure Dynamics In Asean: Unveiling Determinants And The Impact Of The Covid-19 Pandemic On Non-Financial Corporations, Solikin M. Juhro, Dhaha Praviandi Kuantan, Charvin Lim Mar 2024

Capital Expenditure Dynamics In Asean: Unveiling Determinants And The Impact Of The Covid-19 Pandemic On Non-Financial Corporations, Solikin M. Juhro, Dhaha Praviandi Kuantan, Charvin Lim

Bulletin of Monetary Economics and Banking

This study investigates the intricate determinants influencing the capital expenditure behavior of Non-Financial Corporations (NFCs) in major ASEAN countries over the past decade. Employing a fixed effect panel analysis encompassing 1,488 NFCs in Indonesia, Malaysia, Thailand, and the Philippines, our study unveils a robust and statistically significant relationship between corporate financial performance and capital expenditure. Notably, indicators such as profitability, market value, and cash flow rate demonstrate a positive association with heightened capital expenditure. Furthermore, macroeconomic conditions and policy-related variables emerge as influential factors affecting capital expenditure decisions. Stringent financial conditions tend to hamper firm investment decisions, whilst interest rate …


Historical Perspectives In Volatility Forecasting Methods With Machine Learning, Zhiang Qiu, Clemens Kownatzki, Fabien Scalzo, Eun Sang Cha Mar 2024

Historical Perspectives In Volatility Forecasting Methods With Machine Learning, Zhiang Qiu, Clemens Kownatzki, Fabien Scalzo, Eun Sang Cha

Seaver College Research And Scholarly Achievement Symposium

Volatility forecasting in the financial market plays a pivotal role across a spectrum of disciplines, such as risk management, option pricing, and market making. However, volatility forecasting is challenging because volatility can only be estimated, and different factors influence volatility, ranging from macroeconomic indicators to investor sentiments. While recent works suggest advances in machine learning and artificial intelligence for volatility forecasting, a comprehensive benchmark of current statistical and learning-based methods for such purposes is lacking. Thus, this paper aims to provide a comprehensive survey of the historical evolution of volatility forecasting with a comparative benchmark of key landmark models. We …


“Safe” Annuity Retirement Products And A Possible Us Retirement Crisis, Thomas E. Lambert, Christopher B. Tobe Mar 2024

“Safe” Annuity Retirement Products And A Possible Us Retirement Crisis, Thomas E. Lambert, Christopher B. Tobe

Faculty Scholarship

This paper examines a looming possible crisis in many Americans’ retirement plans due to the proliferation of annuity products in their retirement investment portfolios. As defined benefit pension plans have almost completely disappeared as a means of retirement savings and have been replaced by defined contribution retirement plans over the last 40 to 50 years, a great number of private and public sector defined contribution retirement plans have become laden with insurance contracts called annuities. Of the remaining solid defined benefit plans many, through a process called Pension Risk Transfer are being converted to high-risk single entity annuities. Such products …


Covid-19 And Its Impact On Multinational Enterprises: A Modified Value At Risk Approach, Kashi Khazeh, Leonard Arvi, Robert C. Winder Mar 2024

Covid-19 And Its Impact On Multinational Enterprises: A Modified Value At Risk Approach, Kashi Khazeh, Leonard Arvi, Robert C. Winder

Journal of Global Business Insights

Multinational enterprises (MNEs) operating across different currencies are exposed to exchange rate risk. They may utilize a variety of tools to mitigate that risk. While there are different types of exchange rate risk, this study focuses specifically on the ongoing exposure of cash flow transactions denominated in the currencies of seven different developed countries. Since other types of risk (i.e., economic and translation) are evaluated based on yearly results, they are not considered in this study. The modified value-at-risk (MVaR) model is employed to estimate the maximum one-period losses during the eighteen months before the onset of the COVID-19 pandemic …


From Canonical Law To Offshore Finance: Confessing To Priests And Bankers In Luxembourg, Samuel Weeks Feb 2024

From Canonical Law To Offshore Finance: Confessing To Priests And Bankers In Luxembourg, Samuel Weeks

Journal of Global Catholicism

In this article, I address two recurring tendencies that I heard during a recent period of research on banking secrecy in Luxembourg. First, my banker interviewees frequently mentioned personal transgressions for why many of their clients hide assets “offshore.” The wrongdoings my interlocutors cited included not only clients’ tax evasion, bankruptcy, and avoidance of liability – but also divorce, adultery, and the existence of out-of-wedlock children. Second, with a similar frequency, my interviewees drew parallels between the secrecy laws covering bankers and those afforded to other professionals in the country. Article 458 of Luxembourg’s Penal Code, dating from the nineteenth …


Local Institutional Investors And Corporate Monitoring: Evidence From Cross-Listed Korean Stocks In The Us Market, Changhwan Choi, Chune Young Chung, Jun Myung Song Jan 2024

Local Institutional Investors And Corporate Monitoring: Evidence From Cross-Listed Korean Stocks In The Us Market, Changhwan Choi, Chune Young Chung, Jun Myung Song

Sim Kee Boon Institute for Financial Economics

Using Korean firms that are cross-listed in the US market, this paper investigates whether there are standalone effects of geographic and market proximity of institutional investors on monitoring performance. We find that Korean institutional ownership is negatively associated with earnings management while the US institutional ownership has no impact on earnings management. This suggests that there is the geographic proximity advantage over the market proximity advantage in the emerging markets. Furthermore, we also show that the impact of geographic proximity is stronger for firms with high informational opacity


Capturing Value In Emerging Markets: A Real Options Perspective On Resilience And Risk, Alexander Castillo Jan 2024

Capturing Value In Emerging Markets: A Real Options Perspective On Resilience And Risk, Alexander Castillo

CMC Senior Theses

This paper examines the evaluation of investment opportunities in emerging markets (EMs) through real options analysis, against the backdrop of their unique risk profiles and the recent trend of EMs exhibiting resilience in economic performance. While EMs are associated with high growth rates and infrastructure gaps, they have shown adaptability, particularly in monetary policy responses to inflation. This paper explores the sensitivity of net present value (NPV) and real options (RO) to changes in the capital asset pricing model, adapting the yield spread to capture default risk and local risk-free rates. Utilizing oil benchmark price data, the paper constructs a …


The Estimation Of Production Functions With Monetary Values, Jesus Felipe, John Mccombie, Aashish Mehta Jan 2024

The Estimation Of Production Functions With Monetary Values, Jesus Felipe, John Mccombie, Aashish Mehta

Angelo King Institute for Economic and Business Studies (AKI)

For decades, the literature on the estimation of production functions has focused on the elimination of endogeneity biases through different estimation procedures to obtain the correct factor elasticities and other relevant parameters. Theoretical discussions of the problem correctly assume that production functions are relationships among physical inputs and output. However, in practice, they are most often estimated using deflated monetary values for output (value added or gross output) and capital. This introduces two additional problems—an errors-invariables problem, and a tendency to recover the factor shares in value added instead of their elasticities. The latter problem derives from the fact that …


Geographic Links And Predictable Returns, Zuben Jin, Frank Weikai Li Jan 2024

Geographic Links And Predictable Returns, Zuben Jin, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

Using establishment-level data of U.S. public firms, we construct a novel measure of geographic linkage between firms. We show that the returns of geography-linked firms have strong predictive power for focal firm returns and fundamentals. This effect is distinct from other cross-firm return predictability and is not easily attributable to risk-based explanations. It is more pronounced for focal firms that receive lower investor attention, are more costly to arbitrage, and during high sentiment periods. The cross-firm information spillovers and return predictability are also stronger for geographic peers with economic linkages and with positive information. Our results are broadly consistent with …


Is The Declining Birthrate Really An Issue For The Economy?, Harsh Ramesh Pednekar, Theodore Lee, Darrion Chin Dec 2023

Is The Declining Birthrate Really An Issue For The Economy?, Harsh Ramesh Pednekar, Theodore Lee, Darrion Chin

Introduction to Research Methods RSCH 202

This study aims to explore the complex implications of declining birth rates on the economy, focusing on GDP per capita as a crucial metric, and aims to uncover both potential opportunities and challenges stemming from this demographic transformation using regression analysis. Using a quantitative methodology and secondary data from OECD.stat, World Population Review, and World Bank, the study explores the relationship between declining birth rates and economic impacts. GDP per capita serves as an essential dependent variable, and it accounts for control variables such as labour force participation, literacy, and education levels, child dependence ratio, and physical capital. Past studies …


An Analysis On The Efficiency Of Philippine Microfinance Institutions: A Stochastic Frontier Approach, Ryan Lou Dio, Elijah Jacob Mendoza, Lunette Clarisse Nunez, Ma. Ellory Villanueva, Myrna S. Austria, Tereso S. Tullao Jr Dec 2023

An Analysis On The Efficiency Of Philippine Microfinance Institutions: A Stochastic Frontier Approach, Ryan Lou Dio, Elijah Jacob Mendoza, Lunette Clarisse Nunez, Ma. Ellory Villanueva, Myrna S. Austria, Tereso S. Tullao Jr

Angelo King Institute for Economic and Business Studies (AKI)

Microfinance institutions (MFIs) were created to provide loans and financial services for the poor as commercial banks have requirements that are not accessible to them. The Philippines government soon started using MFIs as a poverty alleviation tool to answer the market failure created by the commercial banking industry since it cannot accommodate the needs of low-income earners due to the high costs attached to it. However, recent studies have shown that MFIs are “mission drifting,” which means that they are deviating from their original social purpose and becoming more financially driven. As a result, this paper estimates the financial and …


Legal Risk And Insider Trading, Marcin Kacperczyk, Emiliano Sebastian Pagnotta Dec 2023

Legal Risk And Insider Trading, Marcin Kacperczyk, Emiliano Sebastian Pagnotta

Research Collection Lee Kong Chian School Of Business

Do illegal insiders internalize legal risk? We address this question with hand-collected data from 530 SEC (the U.S. Securities and Exchange Commission) investigations. Using two plausibly exogenous shocks to expected penalties, we show that insiders trade less aggressively and earlier and concentrate on tips of greater value when facing a higher risk. The results match the predictions of a model where an insider internalizes the impact of trades on prices and the likelihood of prosecution and anticipates penalties in proportion to trade profits. Our findings lend support to the effectiveness of U.S. regulations' deterrence and the long-standing hypothesis that insider …


In Search Of Cryptocurrency Failure, Donglian Ma, Jun Tu, Zhaobo Zhu Dec 2023

In Search Of Cryptocurrency Failure, Donglian Ma, Jun Tu, Zhaobo Zhu

Research Collection Lee Kong Chian School Of Business

This paper explores the determinants of cryptocurrency failure and the pricing of crypto failure risk. We document different significant market- and characteristic-based predictors for coin and token failures. The introduction of Bitcoin futures and the outbreak of COVID19 affect the importance of many predictors. Investors require extra return for bearing high failure risk of crypto assets. The return difference across high and low failure risk crypto assets is not explained by the market, size and momentum factors in the cryptocurrency market. Finally, investors benefit from diversifying into high failure risk crypto assets that is little correlated with the stock market.


How Commonality Persists? (Through Investors' Sentiment And Attention), Chyng Wen Tee, Raja Velu, Zhaoque Zhou Dec 2023

How Commonality Persists? (Through Investors' Sentiment And Attention), Chyng Wen Tee, Raja Velu, Zhaoque Zhou

Research Collection Lee Kong Chian School Of Business

Studies on commonality generally attribute the variation in asset returns to the variation in order flows. In this research study, we show that order flows do not predict asset returns, rather their relationship have been static over time. Thus we model both returns and the order flows as endogenous variables, and use investors' sentiment and attention as exogenous factors via a reduced-rank regression. We provide empirical evidence to demonstrate that cross-sectional commonality in attention (sentiment) is linearly (nonlinearly) associated with both returns and order flows at the intraday level, while the sentiment and attention measures themselvesexhibit a nonlinear mutual relationship, …


Financial Integration And Exchange Market Pressure, Kate Phylaktis, Muhammad Aftab Nov 2023

Financial Integration And Exchange Market Pressure, Kate Phylaktis, Muhammad Aftab

CBER Conference

This study examines the role of financial integration on exchange market pressure (EMP) across a representative group of forty-two advanced and emerging markets over the period 2000-2019, which covers the global financial crisis, which has heightened monetary and economic policy uncertainty. We use a novel measure of financial integration, namely the uncovered equity return differential versus the US, which is based on the Uncovered Equity Parity and is available at a monthly frequency.


U.S. Trade And Investment Restrictions: Laudable But Costly Goals, Christine Mcdaniel Sep 2023

U.S. Trade And Investment Restrictions: Laudable But Costly Goals, Christine Mcdaniel

Yeutter Institute International Trade Policy Review

U.S. Commerce Secretary Raimondo’s recent visit to China resulted in the announcement of a new “export control enforcement information exchange” between the United States and China. The laudable goal is to prevent China from using U.S. technology for military purposes against the United States or our allies. An information exchange may be a way to explain things to each other, but the fact remains that the export controls are indeed in place. China represents large revenue streams for three of the largest US chip producers—about 20% for Nvidia, 60% for Qualcomm, and 20-30% for Intel. If these U.S. companies cannot …


U.S. Trade And Investment Restrictions: Laudable But Costly Goals, Christine Mcdaniel Sep 2023

U.S. Trade And Investment Restrictions: Laudable But Costly Goals, Christine Mcdaniel

Yeutter Institute International Trade Policy Review

U.S. Commerce Secretary Raimondo’s recent visit to China resulted in the announcement of a new “export control enforcement information exchange” between the United States and China. The laudable goal is to prevent China from using U.S. technology for military purposes against the United States or our allies. An information exchange may be a way to explain things to each other, but the fact remains that the export controls are indeed in place. China represents large revenue streams for three of the largest US chip producers—about 20% for Nvidia, 60% for Qualcomm, and 20-30% for Intel. If these U.S. companies cannot …


What Drives The Value Of Financial Analysts’ Advice? The Role Of Earnings And Growth Forecasts, Ohad Kadan, Leonardo Madureira, Rong Wang, Tzachi Zach Sep 2023

What Drives The Value Of Financial Analysts’ Advice? The Role Of Earnings And Growth Forecasts, Ohad Kadan, Leonardo Madureira, Rong Wang, Tzachi Zach

Research Collection Lee Kong Chian School Of Business

We offer a parsimonious index at the individual analyst level to measure the extent to which an analyst relies on earnings and long-term growth forecasts in producing her advice. Using this index, we evaluate the contribution of earnings and growth forecasts to the investment value of analysts’ stock recommendations. We find that the fraction of analysts’ advice attributed to forecasts varies considerably across analysts and sectors. The investment value of recommendations is higher for analysts who rely less on their forecasts and more on other sources of information when forming investment advice. Investors recognize the superiority of recommendations from analysts …


The Cost Of Cheap Talk: How Campaign Promises And Default Contributions Affect Donation-Based Crowd Funding Success., Tianci Leon Qiu Sep 2023

The Cost Of Cheap Talk: How Campaign Promises And Default Contributions Affect Donation-Based Crowd Funding Success., Tianci Leon Qiu

Dissertations and Theses Collection (Open Access)

Non-profit organisations (NPOs) find it increasingly harder to engage donors and raise funds from the public. Post-pandemic: the emphasis on tactics to raise funds online through donation-based crowdfunding (DCF) platforms has surged in importance for both NPO survival and continued beneficiary aid. However, unlike equity-based crowdfunding platforms where campaign organisers are obligated to provide investors with tangible returns based on funding milestones, NPOs on DCF platforms do not have to adhere to any funding milestones or are beholden to any tangible obligations towards donors. Consequently, NPOs are greatly incentivised to deploy cheap talk – non-binding, unverifiable messages and claims to …


Does Abstract Thinking Facilitate Information Processing? Evidence From Financial Analysts, Frank Weikai Li, Rong Wang, Yang Yu, Gloria Yang Yu Sep 2023

Does Abstract Thinking Facilitate Information Processing? Evidence From Financial Analysts, Frank Weikai Li, Rong Wang, Yang Yu, Gloria Yang Yu

Research Collection Lee Kong Chian School Of Business

We study whether abstract thinking – an essential cognitive trait established by psychological and neuroscientific studies – facilitates analysts’ information processing. Exploiting analysts’ questions during earnings calls, we construct an Abstract Thinking Index (ATI) that measures their tendency to involve abstract words, logical reasoning, broader topics, and future outlooks. We find that abstract thinking improves analysts’ forecast accuracy and recommendation informativeness. Consistent with abstract thinking featuring identifying central characteristics and comprehending intangible things, ATI has stronger effects for firms with fundamentals co-moving more with peers and less tangible information. Additional analyses suggest that ATI captures analysts’ cognitive traits rather than …


Housing Fever In Australia 2020-23: Insights From An Econometric Thermometer, Shuping Shi, Peter C. B. Phillips Sep 2023

Housing Fever In Australia 2020-23: Insights From An Econometric Thermometer, Shuping Shi, Peter C. B. Phillips

Research Collection School Of Economics

Australian housing markets experienced widespread and, in some cases, extraordinary growth in prices between 2020 and 2023. Using recently developed methodology that accounts for fundamental economic drivers, we assess the existence and degree of speculative behaviour, as well as the timing of exuberance and downturns in these markets. Our findings indicate that speculative behaviour was indeed present in six of the eight capital cities at some time over the period studied. The sequence of events in this nation-wide housing bubble began in the Brisbane market and concluded in Melbourne, Canberra, and Hobart following the interest rate rise implemented by the …


Higher Education Exports Before And After Covid, John C. Beghin, Byungyul Park Aug 2023

Higher Education Exports Before And After Covid, John C. Beghin, Byungyul Park

Yeutter Institute International Trade Policy Review

Historically, the higher education system in countries belonging to the Organization for Economic Cooperation and Developing (OECD), a grouping of advanced economies, and especially in the United States, has been a magnet for foreign students, both graduate and undergraduates. Graduate students tend to be supported by teaching and research assistantships from the hosting university and do not generate direct revenues for the hosting institution. They do contribute to the economy with their productivity in research projects and with their private consumption. In contrast, most undergraduate foreign students pay fees and tuition which are often higher than those paid by local …


Exploring Occupational Therapy’S Role In Foster Care: A Mixed Methods Study On Financial Literacy Education For Foster Youth, Ashley Carmichael, Karen Park Aug 2023

Exploring Occupational Therapy’S Role In Foster Care: A Mixed Methods Study On Financial Literacy Education For Foster Youth, Ashley Carmichael, Karen Park

Summer 2023 Virtual OTD Capstone Symposium

Background: Foster youth are children under 21 years old who have been removed from their homes due to neglect or abuse and are susceptible to early adversity and trauma (Alternative Family Services, n.d.; AOTA, 2017). Financial literacy is the knowledge and skills to take control of finances (National Financial Educators Council, n.d.). In the foster care setting, occupational therapists (OTs) provide client-centered care that traditionally focuses on transitional life skills, such as seeking employment (American Occupational Therapy Association [AOTA], 2017).

Problem/Purpose: The lack of resources for foster youth to gain financial literacy skills leads to a disadvantage in …


Determinants Of Net Interest Margin For Banks Operating In Pales-Tine, Islam Abdeljawad, Ajyad Bahlaq Aug 2023

Determinants Of Net Interest Margin For Banks Operating In Pales-Tine, Islam Abdeljawad, Ajyad Bahlaq

An-Najah University Journal for Research - B (Humanities)

The goal of this research is to identify the factors that influence the net interest margin (NIM) for Palestinian conventional banks. Palestine is a unique country with poor governance, political uncertainty, and regulatory insufficiency, adding higher information asymmetry to the decision-making process. The sample is comprised of unbalanced panel data from 15 commercial banks for the period 2011–2020. The research used a pooled OLS, a fixed-effect model, a random effect model, a robust pooled OLS, a difference GMM, and a system GMM estimators. Evidence collected supports that net interest margin is positively influenced by risk aversion, operating costs, and loan-to-deposit, …


Seeking Better Sharpe Ratio Via Bayesian Optimization, Peng Liu Jul 2023

Seeking Better Sharpe Ratio Via Bayesian Optimization, Peng Liu

Research Collection Lee Kong Chian School Of Business

Developing an excellent quantitative trading strategy to obtain a high Sharpe ratio requires optimizing several parameters at the same time. Example parameters include the window length of a moving average sequence, the choice of trading instruments, and the thresholds used to generate trading signals. Simultaneously optimizing all these parameters to seek a high Sharpe ratio is a daunting and time-consuming task, partly because of the unknown mechanism determining the Sharpe ratio. This article proposes using Bayesian optimization to systematically search for the optimal parameter configuration that leads to a high Sharpe ratio. The author shows that the proposed intelligent search …


Could Information About Honey Fraud Increase Consumers’ Valuation Of Domestic Honey In The Face Of Rising Honey Imports In The U.S. And Eu?, Christopher Gustafson, Antoine Champetier Jun 2023

Could Information About Honey Fraud Increase Consumers’ Valuation Of Domestic Honey In The Face Of Rising Honey Imports In The U.S. And Eu?, Christopher Gustafson, Antoine Champetier

Yeutter Institute International Trade Policy Review

The consumption of honey, which has been sought out by humans for use as food and medicine for thousands of years, has been increasing in recent decades with rising incomes and attention paid to food choices and health. In two decades, honey consumption in the U.S. has risen from 1.2 pound per capita per year to 1.9 in 2021. In the European Union, per capita consumption rose from 1.5 to 2.1 pounds per capita over the same period. While this might appear to be a boon for U.S. and EU beekeepers, honey is a heavily traded product, and imports from …