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1.
PLoS One ; 16(9): e0252794, 2021.
Article in English | MEDLINE | ID: covidwho-1381276

ABSTRACT

While there has been much speculation on how the pandemic has affected work location patterns and home location choices, there is sparse evidence regarding the impacts that COVID-19 has had on amenity visits in American cities, which typically constitute over half of all urban trips. Using aggregate app-based GPS positioning data from smartphone users, this study traces the changes in amenity visits in Somerville, MA from January 2019 to December 2020, describing how visits to particular types of amenities have changed as a result of business closures during the public health emergency. Has the pandemic fundamentally shifted amenity-oriented travel behavior or is consumer behavior returning to pre-pandemic trends? To address this question, we calibrate discrete choice models that are suited to Census block-group level analysis for each of the 24 months in a two-year period, and use them to analyze how visitors' behavioral responses to various attributes of amenity clusters have shifted during different phases of the pandemic. Our findings suggest that in the first few months of the pandemic, amenity-visiting preferences significantly diverged from expected patterns. Even though overall trip volumes remained far below normal levels throughout the remainder of the year, preferences towards specific cluster attributes mostly returned to expected levels by September 2020. We also construct two scenarios to explore the implications of another shutdown and a full reopening, based on November 2020 consumer behavior. While government restrictions have played an important role in reducing visits to amenity clusters, our results imply that cautionary consumer behavior has played an important role as well, suggesting a likely long and slow path to economic recovery. By drawing on mobile phone location data and behavioral modeling, this paper offers timely insights to help decision-makers understand how this unprecedented health emergency is affecting amenity-related trips and where the greatest needs for intervention and support may exist.


Subject(s)
COVID-19 , Consumer Behavior/economics , Pandemics/economics , SARS-CoV-2 , Smartphone , Travel/economics , COVID-19/economics , COVID-19/epidemiology , Cities , Humans , Massachusetts/epidemiology , United States
2.
BMJ Open ; 11(4): e049069, 2021 04 13.
Article in English | MEDLINE | ID: covidwho-1183360

ABSTRACT

OBJECTIVE: To investigate the association between participation in government subsidies for domestic travel (subsidise up to 50% of all travel expenses) introduced nationally in Japan on 22 July 2020 and the incidence of symptoms indicative of COVID-19 infections. DESIGN: Cross-sectional analysis of nationally representative survey data. SETTING: Internet survey conducted between 25 August and 30 September 2020 in Japan. Sampling weights were used to calculate national estimates. PARTICIPANTS: 25 482 survey respondents (50.3% (12 809) women; mean (SD) age, 48.8 (17.4) years). MAIN OUTCOME MEASURES: Incidence rate of five symptoms indicative of the COVID-19 infection (high fever, sore throat, cough, headache, and smell and taste disorder) within the past month of the survey, after adjustment for characteristics of individuals and prefecture fixed effects (effectively comparing individuals living in the same prefecture). RESULTS: At the time of the survey, 3289 (12.9%) participated in the subsidy programme. After adjusting for potential confounders, we found that participants in the subsidy programme exhibited higher incidence of high fever (adjusted rate, 4.7% for participants vs 3.7% for non-participants; adjusted OR (aOR) 1.83; 95% CI 1.34 to 2.48; p<0.001), sore throat (19.8% vs 11.3%; aOR 2.09; 95% CI 1.37 to 3.19; p=0.002), cough (19.0% vs 11.3%; aOR 1.96; 95% CI 1.26 to 3.01; p=0.008), headache (29.2% vs 25.5%; aOR 1.24; 95% CI 1.08 to 1.44; p=0.006) and smell and taste disorder (2.6% vs 1.8%; aOR 1.98; 95% CI 1.15 to 3.40; p=0.01) compared with non-participants. These findings remained qualitatively unaffected by additional adjustment for the use of 17 preventative measures (eg, social distancing, wearing masks and handwashing) and fear against the COVID-19 infection. CONCLUSIONS: The participation of the government subsidy programme for domestic travel was associated with a higher probability of exhibiting symptoms indicative of the COVID-19 infection.


Subject(s)
COVID-19/epidemiology , Financing, Government , Travel/economics , Adult , Aged , Cross-Sectional Studies , Female , Humans , Japan/epidemiology , Male , Middle Aged
4.
Front Public Health ; 8: 624519, 2020.
Article in English | MEDLINE | ID: covidwho-1004714

ABSTRACT

Based on the data of 812 small towns in Chongqing, China, this paper attempts to conduct an empirical analysis on whether tourist towns with excellent natural environment, policy advantage, and market preference are more ecologically livable than ordinary small towns. It is found that as a whole, tourist towns are indeed more ecologically livable than ordinary small towns. Also, from the perspective of grading, both the national and provincial tourist towns have the advantage of ecological livability, but the advantage of national ones is more prominent. Furthermore, the ecological livability of tourist towns is affected by location advantage and policy inclination. The implications of the results are discussed following the outcomes of the coronavirus disease 2019 outbreak. The suggestions beyond the coronavirus disease 2019 are also provided.


Subject(s)
COVID-19/economics , Disease Outbreaks/economics , Disease Outbreaks/statistics & numerical data , Residence Characteristics/statistics & numerical data , Tourism , Travel/economics , Travel/statistics & numerical data , Adult , Aged , Aged, 80 and over , China/epidemiology , Cities/economics , Cities/statistics & numerical data , Female , Humans , Male , Middle Aged
5.
Dis Model Mech ; 13(9)2020 09 21.
Article in English | MEDLINE | ID: covidwho-945316
6.
Proc Natl Acad Sci U S A ; 117(27): 15530-15535, 2020 07 07.
Article in English | MEDLINE | ID: covidwho-607275

ABSTRACT

In response to the coronavirus disease 2019 (COVID-19) pandemic, several national governments have applied lockdown restrictions to reduce the infection rate. Here we perform a massive analysis on near-real-time Italian mobility data provided by Facebook to investigate how lockdown strategies affect economic conditions of individuals and local governments. We model the change in mobility as an exogenous shock similar to a natural disaster. We identify two ways through which mobility restrictions affect Italian citizens. First, we find that the impact of lockdown is stronger in municipalities with higher fiscal capacity. Second, we find evidence of a segregation effect, since mobility contraction is stronger in municipalities in which inequality is higher and for those where individuals have lower income per capita. Our results highlight both the social costs of lockdown and a challenge of unprecedented intensity: On the one hand, the crisis is inducing a sharp reduction of fiscal revenues for both national and local governments; on the other hand, a significant fiscal effort is needed to sustain the most fragile individuals and to mitigate the increase in poverty and inequality induced by the lockdown.


Subject(s)
Coronavirus Infections/economics , Pandemics/economics , Pneumonia, Viral/economics , Quarantine/economics , Travel/economics , COVID-19 , Humans , Italy , Quarantine/statistics & numerical data , Socioeconomic Factors , Travel/statistics & numerical data
7.
Int J Risk Saf Med ; 31(3): 121-130, 2020.
Article in English | MEDLINE | ID: covidwho-619418

ABSTRACT

The world is currently in the throes of the COVID-19 pandemic which has halted the tourism sector and created an unprecedented global economic crisis. This paper will outline economics pertaining to COVID-19 lockdown, recovery and the inevitable competition that will occur between countries for tourists who will be scarcer and therefore more valuable. Countries are competing with a variety of incentives in order to lure visitors. However, persistent first waves that extend into July will put off tourists, further reducing tourism revenues and accelerate job losses and bankruptcies in affected countries. The example of Sweden's response to COVID-19 in this regard will be described. Countries that have COVID-19 relatively under control but experience second waves will also manifest negative tourism effects. Governments and public health must act in unison so as to exit lockdown as speedily and as safely as feasible, with COVID-19 rises that are as low and brief as possible in order to better compete in the tourism sector with other countries. Websites are already online comparing not only safety for travellers vis-à-vis COVID-19 but also the incentives offered by different countries in their attempts to woo tourists in this difficult market.


Subject(s)
Coronavirus Infections/economics , Coronavirus Infections/epidemiology , Pandemics/economics , Pneumonia, Viral/economics , Pneumonia, Viral/epidemiology , Travel/economics , Betacoronavirus , COVID-19 , Communicable Disease Control/economics , Europe/epidemiology , Humans , Internationality , SARS-CoV-2 , Sweden/epidemiology
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