I started a compiling a list of data sources, reports and other resources related to the COVID-19 crisis and the likely consequences for businesses and consumers. This list is both to help me understand what is happening, and to help me have an informed opinion on what needs to be done to minimise the societal and economic costs of this crisis. After all, while the present focus should 100% be on saving lives and slowing the spread of the virus, soon we will need to turn our attention to saving livelihoods. I can’t do the former, but I can help with the latter.
My plan is to use this list to inform discussions with my colleagues and others, about the effect of the COVID-19 pandemic on markets (consumers, brands, organisations), and to generate ideas of how we can help the economy. I am thinking of conducting part of these discussions at a distance, possibly using collaborative software. So, do let me know if you want to join in.
This is a very incomplete list (I just started it!), and the resources listed here are very much biased to issues related to my research interests. Nonetheless, but I thought that I would share it with you, as it is, in case it can help you, too. Please share your recommendations of high quality resources, in the comments below.
- May 3rd:
- Changed Covid19 to COVID-19, to be consistent with the WHO’s terminology
- Changed layout of the tables
- Added resources marked with 
- May 8th:
- Created table “Focus on governments / countries / regions”
- Added resources marked with 
These resources refer to the virus itself (source, how it spreads, likely evolution), as well as about the illness that it causes (symptoms, number of cases, mortality…), and possible treatments.
|What we know about the virus, and what we don’t know||BBC|
|The epidemiological model informing policymaking in the UK and other countries||Imperial College|
|About the principles informing epidemiological models ||Nature|
|Number of deaths per country||FT|
|How the disease is evolving around the world (number of cases, mortality rate and deaths), as well as testing||Our World in Data|
|Reported Cases and Deaths by Country, Territory, or Conveyance (inc logarithmic data) ||Worldometer|
|COVID-19 datasets from around the world ||Amazon AWS|
|About how to interpret data on deaths, new cases, etc… [In Portuguese] ||FC-UL|
|When the pandemic is predicted to peak in various countries: In the UK, peak is most likely to occur before 11 April ||LSE blog|
|COVID-19 may be far more prevalent than previously thought ||Economist|
|Are you immune if you’ve had coronavirus? What we know and don’t know ||FactCheck Channel 4|
|Antibiotic resistance complicates the care of many COVID-19 patients||STAT|
|About Remdesivir drug, which seems to help treat COVID-19 /||BBC / MIT Tech Review|
|AstraZeneca teams up with Oxford University on vaccine. Testing started late April. Data from this phase of testing could be available by mid-June. Vaccine ‘could be ready by end of year’. ||BBC|
|Air conditioning in restaurants may spread virus ||Center for Disease Control and Prevention|
Short term impact
These resources refer to immediate reactions to the COVID-19 pandemic, and the short-term impact of those reactions.
Focusing on individuals / consumers
|People’s movements during the crisis. Data by country and region (within each country). Allows for comparisons across countries|
|Changes in consumer perceptions and behaviour (e.g., use of face masks), in various countries.||YouGov|
|International tracker ||YouGov|
|Corona beer’s brand is suffering from negative perceptions||CNN|
|Panic buying leads to empty shelves in supermarkets||The Economist|
|Self-isolating, volunteering and other behaviours, across 13 countries ||YouGov|
|Household spending ||IFS|
|‘Screen time’ has gone from sin to survival tool ||Washington Post|
|Online searching behaviour |
|British consumers drinking more at home ||YouGov|
|British consumers using more corner shops ||YouGov|
|Demand for hair-dye increases ||CNN|
|Surge in online shopping||Guardian|
Focusing on organisations / industries
|Industries seeing increased demand during the crisis||Forbes|
|Amazon workers strike over lack of safety precautions against COVID-19||BBC|
|Social media companies issue statement re: efforts to fight misinformation during COVID-19 crisis||TechCrunch|
|Banks are restricting mortgage lending||BBC|
|Advice on strategy development for / during the crisis ||McKinsey|
|Operational changes that Starbucks made in stores in China, after lockdown ||Forbes|
Focus on governments / countries / regions
|How different governments are using surveillance technology for contact tracing + ||HRW / One Zero|
|UK Government’s support for businesses||Gov.uk|
|UK Government’s support for self-employed||Gov.uk|
|Timeline of UK and German responses to the coronavirus outbreak ||Buzzfeed|
|Austria and Italy reopen some shops as lockdown eased ||BBC|
|Europe’s economic policy response to the Covid-19 crisis ||LSE|
|How UK might lift lockdown restrictions ||BBC|
|Thermal cameras being tested at Bournemouth airport as way of detecting people infected with COVID-19 (but will not work for asymptomatic cases) ||BBC|
Long term impact
These resources reflect on the likely, long-term impacts of the COVID-19 pandemic on macro factors.
|Impact on payments’ industry||McKinsey|
|Support measures will leave some self-employed financially better off, but some will get no support at all.||IFS|
|Young workers and the worst paid are the most likely to be affected by the closure of businesses||BBC|
|Analysis of media survival times of business, based on fixed costs per sector, suggests mass closures ||LSE|
|UK government’s projections of impact on the economy and public finances ||Office for Budget Responsibility|
|How the crisis exacerbates gender inequality||BBC|
|Number of deaths in England and Wales for those who did not contract COVID-19 has also demonstrated an absolute and relative increase ||medRxiv|
How you can help
You can share your links to high quality databases, reports or commentary, in the comments’ section. Information is essential to help us understand what is happening, and to help us make informed predictions about the impact on consumers and organisations.
You can also help me formulate research questions, and plan research designs to tackle those questions. And you can engage other researchers in developing a research agenda that will assist economic and social recovery.
And the best thing is that we can do all these, while staying home, and helping slow down the spread of the virus.