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Full-Text Articles in Business

Do Real-Time Strategy Video Gamers Have Better Attentional Control?, Mengxin He, Lin-Xuan Xu, Chiang-Shan R. Li, Zihan Liu, Jiaqi Hu, Xiangyi Guo, Hongyun Liu, Jin-Tao Zhang Jan 2024

Do Real-Time Strategy Video Gamers Have Better Attentional Control?, Mengxin He, Lin-Xuan Xu, Chiang-Shan R. Li, Zihan Liu, Jiaqi Hu, Xiangyi Guo, Hongyun Liu, Jin-Tao Zhang

Research Collection Lee Kong Chian School Of Business

Objective: Do real-time strategy (RTS) video gamers have better attentional control? To examine this issue, we tested experienced versus inexperienced RTS video gamers on multi-object tracking tasks (MOT) and dual-MOT tasks with visual or auditory secondary tasks (dMOT). We employed a street-crossing task with a visual working memory task as a secondary task in a virtual reality (VR) environment to examine any generalized attentional advantage. Background: Similar to action video games, RTS video games require players to switch attention between multiple visual objects and views. However, whether the attentional control advantage is limited by sensory modalities or generalizes to real-life …


Managing The Personalized Order-Holding Problem In Online Retailing, Shouchang Chen, Zhenzhen Yan, Yun Fong Lim Jan 2024

Managing The Personalized Order-Holding Problem In Online Retailing, Shouchang Chen, Zhenzhen Yan, Yun Fong Lim

Research Collection Lee Kong Chian School Of Business

Problem definition: A significant percentage of online consumers place consecutive orders within a short duration. To reduce the total order arrangement cost, an online retailer may consolidate consecutive orders from the same consumer. We investigate how long the retailer should hold the consumer’s orders before sending them to a third-party logistics provider (3PL) for processing. In this order-holding problem, we optimize the holding time to balance the total order arrangement cost and the potential delay in delivery. Methodology/results: We model the order-holding problem as a Markov Decision Process. We show that the optimal order-holding decisions follow a threshold-type policy that …


The Effects Of Language-Related Misunderstanding At Work, John Fiset, Devasheesh P. Bhave, Nilotpal Jha Jan 2024

The Effects Of Language-Related Misunderstanding At Work, John Fiset, Devasheesh P. Bhave, Nilotpal Jha

Research Collection Lee Kong Chian School Of Business

Demographic, technological, and global trends have brought the language used at the workplace to the forefront. A growing body of research reveals that language could result in misunderstanding at work, and influence employees' performance and attitudinal outcomes. Language at work encompasses standard language (e.g., English) as well as several hybrid forms of language (non-native accents, code-switching, and jargon). We delineate how these forms of language could result in misunderstanding. We then identify relational, affective, and informational mechanisms that underlie the relationship between language-related misunderstanding and employees' performance and attitudinal outcomes, and highlight key boundary conditions. In doing so, we uncover …


The Dark Side Of Category Expansion: Will Existing Ones Pay The Price?, Qi Yu, Ron Berman, Eric Bradlow Jan 2024

The Dark Side Of Category Expansion: Will Existing Ones Pay The Price?, Qi Yu, Ron Berman, Eric Bradlow

Research Collection Lee Kong Chian School Of Business

Many retailers that manage product assortments believe that “more is better”. We challenge this conventional wisdom by demonstrating that a retailer may face more price-sensitive demand for existing categories after a category expansion. While introducing a new category to a store may increase the demand for the existing ones, this increase sometimes suggests a movement towards the steeper part of the demand curve and an increase in price sensitivity. We build a model of multi-category purchases with transportation costs and generate a series of theoretical predictions of the changes in price sensitivity after category expansion. We then estimate the model …


Deploying Chatbots To Build Students' Critical Thinking Skills: Leveraging Generative Ai Effectively And Purposefully In Higher Education, Sun Sun Lim, Tamas Makany Jan 2024

Deploying Chatbots To Build Students' Critical Thinking Skills: Leveraging Generative Ai Effectively And Purposefully In Higher Education, Sun Sun Lim, Tamas Makany

Research Collection College of Integrative Studies

No abstract provided.


Trust: The Feature That Vending Machines And Atms Share, But Simplygo Lacks, Sun Sun Lim Jan 2024

Trust: The Feature That Vending Machines And Atms Share, But Simplygo Lacks, Sun Sun Lim

Research Collection College of Integrative Studies

The article discussed the intricacies of trust in the SimplyGo debacle and highlighted how the design of physical interfaces like vending machines and ATMs and digital interfaces from apps like Grab, Parking.sg and ShopBack have critical features to instil trust. People need to be reassured that their transactions have proceeded as they should, and thay have not been short-changed.


Female Ceos And Investment Efficiency In The Vietnamese Market, Jun Myung Song, Chune Young Chung Dec 2023

Female Ceos And Investment Efficiency In The Vietnamese Market, Jun Myung Song, Chune Young Chung

Sim Kee Boon Institute for Financial Economics

This paper proposes female CEOs’ overconfidence and risky behavior stem from gender stereotype threats. Using two subsamples from Vietnam—firms in the Northern and Southern regions—we empirically show that female CEOs in the North, where there is less gender stereotyping, tend to overinvest relative to male CEOs. However, in the South, they are indifferent. Additional analysis reinforces the main finding that female CEOs in the North tend to take more risks even when dealing with market volatility and uncertainty (e.g., the COVID-19 pandemic). Such risky behaviors do not deteriorate firm value but, instead, possibly improve firm performance.


Explorelah: Personalised And Smart Trip Planner For Mobile Tourism, Aldy Gunawan, Siu Loon Hoe, Xun Yi Lim, Linh Chi Tran, Dang Viet Anh Nguyen Dec 2023

Explorelah: Personalised And Smart Trip Planner For Mobile Tourism, Aldy Gunawan, Siu Loon Hoe, Xun Yi Lim, Linh Chi Tran, Dang Viet Anh Nguyen

Research Collection School Of Computing and Information Systems

Various recommender systems for mobile tourism have been developed over the years. However, most of these recommender systems tend to overwhelm users with too much information and may not be personalised to user preferences. In this paper, we introduce ExploreLah, a personalised and smart trip planner for exploring Point of Interests (POIs) in Singapore. The user preferences are categorised into five groups: shopping, art & culture, outdoor activity, adventure, and nightlife. The problem is considered as the Team Orienteering Problem with Time Windows. The algorithm is developed to generate itineraries. Simulated experiments using test cases were performed to evaluate and …


Partisanship In Loan Pricing, Ramona Dagostino, Janet Gao, Pengfei Ma Dec 2023

Partisanship In Loan Pricing, Ramona Dagostino, Janet Gao, Pengfei Ma

Research Collection Lee Kong Chian School Of Business

Does partisanship influence the way investors price financial assets? Using voter registration data of bankers originating large corporate loans, we show that bankers whose party differs from that of the U.S. President charge 7% higher loan spreads than other bankers. This effect holds regardless of borrowers’ partisanship, and becomes stronger for politically active bankers and when partisan media exhibit greater disagreement. Bankers do not match disproportionately with co-partisan borrowers but they lead syndicates more frequently with co-partisan bankers. Our results are not driven by bank or borrower fundamentals, but suggest that investor optimism, driven by political alignment, shapes asset prices.


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.


Modelling Sentiment And Trader Aggressiveness In Cryptocurrency Markets: An Empirical Analysis Of The Bitcoin Limit Order Book., Angelique Nicole Huei Yin Thang Dec 2023

Modelling Sentiment And Trader Aggressiveness In Cryptocurrency Markets: An Empirical Analysis Of The Bitcoin Limit Order Book., Angelique Nicole Huei Yin Thang

Dissertations and Theses Collection (Open Access)

Cryptocurrency assets are inherently susceptible to social sentiment. Due to emotional contagion, extreme emotions influence and drive traders’ order execution behaviour. This study aims to empirically model the relationship between sentiment and trader aggressiveness for two types of traders: Whales and Retails. Additionally, I uncover the mediating roles of momentum, mean reversion, and market timing underpinning the dynamics of the off-chain Bitcoin market. Time series data collected from the Coinbase level 3 Bitcoin limit order book is first reconstructed to access its core structure. Next, sentiment data from Reddit is extracted and processed using an internal Natural Language Processing pipeline. …


Maintaining Consistent Sustainability Performance Through Peaks In Last Mile Logistics: What Factors Most Influence The Maintenance Of Consistent Social And Environmental Sustainability Performance In Last Mile Logistics During Peak Periods? How Do These Factors Exercise This Influence?, Prashant Saran Dec 2023

Maintaining Consistent Sustainability Performance Through Peaks In Last Mile Logistics: What Factors Most Influence The Maintenance Of Consistent Social And Environmental Sustainability Performance In Last Mile Logistics During Peak Periods? How Do These Factors Exercise This Influence?, Prashant Saran

Dissertations and Theses Collection (Open Access)

Last Mile Logistics (LML) is the final leg of the supply chain that gets the product to the chosen destination point of the end consumer. LML has been witnessing unprecedented growth driven by increasing urbanization and growth in e-commerce retail sales. The impact of the rapid growth of LML is being witnessed both in the social and environmental dimensions, making social and environmental sustainability (S&ES) of LML an impactful area of research. LML deliveries driven by e-commerce also experience multiple demand peaks where the number of packages to be delivered spikes significantly over a short period of a few days …


The Relationship Between Reits Industry Characteristics And Project Performance: The Moderating Role Of Macroeconomic Fluctuations, Ying Cai Dec 2023

The Relationship Between Reits Industry Characteristics And Project Performance: The Moderating Role Of Macroeconomic Fluctuations, Ying Cai

Dissertations and Theses Collection (Open Access)

As a distinct investment vehicle, Publicly Listed Real Estate Investment Trusts (REITs) projects enable real estate projects to be listed on the stock market. This study begins with the industry attributes of the underlying assets of Publicly Listed REITs projects. Using econometric methods, it analyzes the variances in market performance between growth and defensive REITs, based on annual data from 1,674 REITs products in the United States from 2005 to 2022 and 27 listed REITs in China from Q3 2021 to Q1 2023. The study also leverages the data from China to explore the moderating effects of macroeconomic factors such …


Technical Maturity And Network Effects Of Xf Artificial Intelligence Open Platform, Tao Jiang Dec 2023

Technical Maturity And Network Effects Of Xf Artificial Intelligence Open Platform, Tao Jiang

Dissertations and Theses Collection (Open Access)

Studying the impact mechanism of the commercial value of artificial intelligence open technology platforms has theoretical and practical significance. This article aims to enrich and expand the theoretical research on technology maturity, value co creation, and network effects on open technology platforms at home and abroad through empirical research on artificial intelligence open technology platforms and ecology. This study takes XF's open technology platform case as the research object, and based on technology maturity theory, value co creation, and network effects theory, examines the network effect value creation mechanism of open technology platforms driven by technology maturity in three development …


Buffering The Negative Impacts Of Age Diversity On Company Performance And Innovation: The Roles Of Knowledge Transfer And Environmental Uncertainty, Tiecheng Xu Dec 2023

Buffering The Negative Impacts Of Age Diversity On Company Performance And Innovation: The Roles Of Knowledge Transfer And Environmental Uncertainty, Tiecheng Xu

Dissertations and Theses Collection (Open Access)

The VUCA (Volatility, Uncertainty, Complexity, Ambiguity) era has resulted in significant uncertainty in the global economy, while deglobalization in international politics and economics, and the interweaving of old and new contradictions, have presented substantial challenges to businesses. On the other hand, aging is a crucial issue that China and the world at large are currently facing. It is essential to study the relationship between employee age structure and enterprise performance.

Different researchers have provided empirical analyses of the effects of age diversity on organizational performance and innovation, but the conclusions are not consistent. According to the research in this paper, …


The Determinants Of Creator Performance On Creative Content Platforms: Evidence From Xiaohongshu And Bilibili, Caijun Xu Dec 2023

The Determinants Of Creator Performance On Creative Content Platforms: Evidence From Xiaohongshu And Bilibili, Caijun Xu

Dissertations and Theses Collection (Open Access)

Content creation platforms, including Douyin, Kuaishou, Xiaohongshu, and Bilibili, have emerged as significant drivers of employment and economic growth within the digital economy. These platforms invigorate online engagement and offline consumption, serving as vital conduits that merge China’s digital and real economies. Currently, China boasts over 10 million active content creators on its leading platforms, although their earnings are markedly uneven. While some top-tier creators garner substantial profits, the majority in the mid to lower tiers grapple with profit generation and encounter challenges in enhancing their creative performance. Against this background, this study delves into the antecedents of creative performance. …


Age Differences In Emotion Regulation And Executive Function, Wei Xing Toh, Hwajin Yang Dec 2023

Age Differences In Emotion Regulation And Executive Function, Wei Xing Toh, Hwajin Yang

Research Collection School of Social Sciences

Age-related improvements in emotion regulation (ER) are thought to account for the relatively healthy levels of well-being observed in late adulthood. However, extant laboratory-based evidence on age differences in the effective implementation of ER strategies―such as reappraisal (i.e., reframing the meaning of an emotion-eliciting event) and distraction (i.e., redirecting attention away from emotional to non-emotional information)―remains equivocal (Isaacowitz, 2022). Moreover, developmental differences in ER monitoring (i.e., adjusting regulatory approach as needed, such as maintaining or switching strategies), and factors that underpin such age-related differences, are poorly understood. Therefore, we investigated how younger and older adults (N = 335) differ in …


Are Bond Returns Predictable With Real-Time Macro Data?, Dashan Huang, Fuwei Jiang, Kunpeng Li, Guoshi Tong, Guofu Zhou Dec 2023

Are Bond Returns Predictable With Real-Time Macro Data?, Dashan Huang, Fuwei Jiang, Kunpeng Li, Guoshi Tong, Guofu Zhou

Research Collection Lee Kong Chian School Of Business

We investigate the predictability of bond returns using real-time macro variables and consider the possibility of a nonlinear predictive relationship and the presence of weak factors. To address these issues, we propose a scaled sufficient forecasting (sSUFF) method and analyze its asymptotic properties. Using both the existing and the new method, we find empirically that real-time macro variables have significant forecasting power both in-sample and out-of-sample. Moreover, they generate sizable economic values, and their predictability is not spanned by the yield curve. We also observe that the forecasted bond returns are countercyclical, and the magnitude of predictability is stronger during …


Convincing Your Company To Lead The Transition Into Regeneration: A Playbook For Championing Regenerative Practices, Simon J.D. Schillebeeckx, Ryan Merrill Dec 2023

Convincing Your Company To Lead The Transition Into Regeneration: A Playbook For Championing Regenerative Practices, Simon J.D. Schillebeeckx, Ryan Merrill

Research Collection Lee Kong Chian School Of Business

Making decisions at the intersection of what is right for the planet and what is right for my company can be a tremendous task – especially with limited budgets and resources. From market pressures to regulatory uncertainties and complexity of sustainability issues... the challenges are numerous. In this guide, we tackle these concerns and give you the arguments to convince potential push backs.


Using Team Rewards And Individual Assessment To Incentivize Collaboration In Team Projects, Prasart Jongjaroenkamol Dec 2023

Using Team Rewards And Individual Assessment To Incentivize Collaboration In Team Projects, Prasart Jongjaroenkamol

Research Collection School Of Accountancy

Team projects are commonly used in higher education across different disciplines to promote cooperation among students. However, achieving this objective can be challenging. To address this issue, educators have explored various strategies, such as implementing peer evaluation or having periodic consultations with teams. In this paper, I present a novel approach to team assessment that combines team rewards with individual assessment. In this assessment, each team member independently takes a quiz, and the team's score is determined by the average performance of its members. Consequently, the team reward becomes intricately tied to the individual learning outcomes of all team members. …


Immersive Retailing: The In-Store Experience, Henrik Hagtvedt, Chandukala, Sandeep R. Dec 2023

Immersive Retailing: The In-Store Experience, Henrik Hagtvedt, Chandukala, Sandeep R.

Research Collection Lee Kong Chian School Of Business

This conceptual article explores why consumers visit physical stores—despite living in a digital-first world—and presents potential ways for retailers to further encourage offline shopping. Although online retailing tends to offer the greatest convenience, brick-and-mortar outlets can offer an immersive in-store experience that combines convenience and interest. The present exposition considers store features within a 2 × 2 typology of convenience and interest and illustrates how these features contribute, or fail to contribute, to immersive in-store experiences. Other factors, such as ambient stimuli that elicit sensory- and aesthetic pleasure, provide additional paths to immersion. The notions raised may serve as a …


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, …


The Persuasive Effect Of Ai-Synthesized Voices, Hannah H. Chang, Anirban Mukherjee Dec 2023

The Persuasive Effect Of Ai-Synthesized Voices, Hannah H. Chang, Anirban Mukherjee

Research Collection Lee Kong Chian School Of Business

Artificial intelligence (AI) technology seeks to emulate humans. One aspect is AI-synthesized voices, used in voice assistants (such as Amazon Alexa, Apple Siri, and Google Assistant) to assistive technologies (such as voiceover narration in product videos). For example, there are currently more than 3.25 billion voice assistants; a number that is expected to touch about 8 billion by next year (i.e., 2023) (Statista 2022). With the extensive availability and enhanced accuracy of AI-synthesized voices, consumer research is starting to examine the impact of AI-synthesized voices on consumer information processing and decision making. The extant literature, however, is relatively limited because …


The Economics Of Financial Scams: Evidence From Initial Coin Offerings, Kenny Phua, Bo Sang, Chi Shen Wei, Gloria Yang Yu Dec 2023

The Economics Of Financial Scams: Evidence From Initial Coin Offerings, Kenny Phua, Bo Sang, Chi Shen Wei, Gloria Yang Yu

Research Collection Lee Kong Chian School Of Business

We examine the economics of financial scams by analyzing the market for initial coin offerings (ICOs). Using data snapshots of 5,873 ICOs, we find that irregularities in ICO characteristics across listing websites predict higher scam risk and are likely intentional. These patterns are consistent with a model where malicious issuers maximize profits by using irregularities to screen for naïve investors. Almost half of the ICOs in our sample may be scams, amounting to more than U.S. $6 billion in losses. Our results draw attention to the frequent use of screening mechanisms in financial scams.


Leveraging In-Store Technology And Ai: Increasing Customer And Employee Efficiency And Enhancing Their Experiences, Dhruv Grewal, Sabine Benoit, Stephanie Noble, Abhijit Guha, Carl-Philip Ahlbom, Jens Nordfalt Dec 2023

Leveraging In-Store Technology And Ai: Increasing Customer And Employee Efficiency And Enhancing Their Experiences, Dhruv Grewal, Sabine Benoit, Stephanie Noble, Abhijit Guha, Carl-Philip Ahlbom, Jens Nordfalt

Research Collection Lee Kong Chian School Of Business

Due to digital innovations, retailing is undergoing radical changes. Scholars have proposed frameworks to address outcomes of implementing technology e.g., an increased customer experience, efficiency gains, consumer or employee acceptance. Existing frameworks concentrate primarily on the consumer perspective, focus on specific technologies (e.g., AI) and covering the customer journey. In contrast, this paper also focuses on the employee perspective, and how technology influences the employee journey. Since the convenience offered by online retailers puts offline retailers under pressure, this research focuses on in-store technology. Based on a comprehensive review of managerial and academic literature and expert interviews, we propose a …


Cross-Period Impatience: Subjective Financial Periods Explain Time-Inconsistent Choices, Minkwang Jang, Oleg Urminsky Dec 2023

Cross-Period Impatience: Subjective Financial Periods Explain Time-Inconsistent Choices, Minkwang Jang, Oleg Urminsky

Research Collection Lee Kong Chian School Of Business

Inconsistency in consumer time preferences has been well established and used to explain seemingly short-sighted behaviors (e.g., failures of self-control). However, prior research has conflated time-inconsistent preferences (discount rates that vary over time) with present bias (greater discounting when outcomes are delayed specifically from the present, as opposed to from a future time). This research shows that time-inconsistent preferences are reliably observed only when choices are substantially delayed (e.g., months into the future), which cannot be explained by present bias. This seeming puzzle is explained by a novel cross-period discounting framework, which predicts that consumers are more impatient when choosing …


Stopping The Revolving Door: Mdp-Based Decision Support For Community Corrections Placement, Xiaoquan Gao, Pengyi Shi, Nan Kong Dec 2023

Stopping The Revolving Door: Mdp-Based Decision Support For Community Corrections Placement, Xiaoquan Gao, Pengyi Shi, Nan Kong

Research Collection Lee Kong Chian School Of Business

Community corrections (CC) programs offer an alternative to incarceration that can reduce jail overcrowding and recidivism rates. The aim is to address the root causes behind criminal behavior, ultimately breaking the cycle of reincarceration. However, placing all eligible individuals in CC may strain case managers, resulting in reduced supervision, increased violations, and higher recidivism rates, which undermines the intended benefits for all participants in the programs. We take the first step in building a comprehensive analytical framework based on a queueing system to support the placement decisions and related decisions such as capacity planning. We develop a Markov Decision Process …


Leviathan Inc. And Corporate Environmental Engagement, Po-Hsuan Hsu, Hao Liang, Pedro Matos Dec 2023

Leviathan Inc. And Corporate Environmental Engagement, Po-Hsuan Hsu, Hao Liang, Pedro Matos

Research Collection Lee Kong Chian School Of Business

In a 2010 special report, The Economist magazine termed the resurgence of state-owned, publicly listed enterprises “Leviathan Inc.” and criticized the poor governance and low efficiency of these firms. We compile a new comprehensive data set of state ownership of publicly listed firms in 44 countries over the period of 2004–2017 and show that state-owned enterprises are more responsive to environmental issues. The effect is more pronounced in economies lacking energy security and strong environmental regulation, and among firms with more local operations and higher domestic government ownership. We find a similar effect on corporate social engagement but not on …


Monetary Transmission And Government Investment In China, Qian Han, Zhaogang Song, Yufei Yuan, Yuanhang Zhao Dec 2023

Monetary Transmission And Government Investment In China, Qian Han, Zhaogang Song, Yufei Yuan, Yuanhang Zhao

Research Collection Lee Kong Chian School Of Business

The quantity measure of money supply—the M2 growth, in particular—has been used as the intermediate target of monetary policy in China since 2000. We document three findings on the transmission of money supply shocks to firm investment and financing over the period from 1998 to 2016. First, positive money supply shocks have significant negative effects on firm investment and do not have consistent impacts on firm financing, contradicting the standard monetary transmission mechanism. Second, using short-term global capital flows as an exogenous money supply factor, we recover the standard positive effect of money supply shocks on firm investment and financing, …


Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu Dec 2023

Effect Of The Announcement Of Human-To-Human Transmission On Teleconsultation Services In China During Covid-19, Mairehaba Maimaitiming, Jingui Xie, Zhichao Zheng, Yongjian Zhu

Research Collection Lee Kong Chian School Of Business

Objectives: Telemedicine enables patients to communicate with physicians effectively, especially during the coronavirus disease (COVID-19) pandemic. However, few studies have explored the use of online health care platforms for a comprehensive range of specialties during the COVID-19 pandemic. This study aimed to investigate how telemedicine services were affected by the announcement of human-to-human transmission in China. Methods: Telemedicine data from haodf.com in China were collected. A difference-in-differences analysis compared the number of telemedicine use and the number of active online physicians for different specialties in 2020 with the numbers in 2019, before and after the announcement of human-to-human transmission. Results: …