key: cord-0970390-4ojm8w64 authors: Cifuentes-Faura, Javier; Di Francesco, Renaud title: Microeconomics of intertemporal choice in zero-space during Covid-19: a behavioral economics perspective date: 2021-11-09 journal: Eur J Health Econ DOI: 10.1007/s10198-021-01403-z sha: 4801b769c4dd537360654f2bc59ca89e51249068 doc_id: 970390 cord_uid: 4ojm8w64 nan The Covid-19 emerged in China in late 2019, causing millions of infections and deaths worldwide [1] [2] [3] . An international health emergency and pandemic was generated [4] with unprecedented impact on health systems, societies, and the economy [5, 6] . In the face of this crisis, many governments have imposed restrictive measures to contain the spread of the pandemic, such as home confinement [7] , school closures [8] along with the obligation to move to online teaching [9] , mobility restrictions [10] or even the temporary closure of non-essential activities [11] . This pandemic has led to a change of individual attitude in many citizens [12] . Whereas the propagation of Covid-19 has been duly documented by national and international health authorities relying on classical comprehensive national models, new investigations going in the other direction, benefiting from a behavioral framing have elucidated propagation scenarios in specific contexts of interest such as elderly care homes which experienced dramatic death rates [13] , large events, polling stations for voting, an individual household in lockdown [14] . During the pandemic caused by Covid-19, Behavioral Economics methods have come to the forefront [15] , with public decision makers in charge of defining and implementing Non-Pharmaceutical Interventions [16] framing [17] the options presented to people, in such a manner that people adhere to measures, and are nudged [18] into "good hygiene behaviours" improving the overall outcome for society. People have had to get used to a new order, which includes continuous cohabitation with family members, control of family time and space, adaptation of learning and work space, lack of space for sport, etc. All these can lead to lack of self-care, fear, weight gain, changes in physical activity and eating habits, stress, irritability, etc. Behavioral economics studies how psychological, social or cognitive factors affect the economic decisions of individuals. It seeks to modify behavior in a positive way and minimize 'biases' in people's decision making, and explains a wide variety of human activities and behavior. It derives from reflections on rational choice theory by developing a systemic way of analyzing elements such as willpower, self-interest and rationality in decision making [19] . Thus, with the use of economic reflections and analysis from psychological assumptions, it can be observed that human decisions are not free from judgment bias [20] . Real-life observations show that human beings are not always guided in their behaviors by a narrow view of their own self-interest, as economists, over the centuries since Adam Smith, would have preferred them to be. Economic agents are sometimes willing to sacrifice their own self-interest to satisfy different forms of social preferences [21] . The methodology used by behavioral economics consists of locating the anomalies of traditional economic models and resorting to elements mainly from psychology, with the aim of providing an analytical framework and greater precision to investigate the behavior of individuals in decision processes [22] . Behavioral economics is being applied to a large extent in the area of health, to try to improve people's habits [23] . Hence, also the importance of applying it in an era marked by Covid-19. It seeks that, through small nudges, or the socalled "Nudge" [18] , individuals choose with help, but without restricting or limiting options. The aim is for citizens to have the capacity to decide on what is appropriate for their lives in a rational way. Thaler and Sustein [18] define nudge as "Any aspect of the choice architecture that alters people's behavior in a predictable way without prohibiting any choice or significantly changing their economic incentives" (p.6). Thus, the definition of the term poses a contrast with interventions based on economic incentives. Three important concepts are brought to light by behavioral economics as key motivators of agents: loss aversion, overconfidence, and self-control. The crisis caused by the coronavirus has made Behavioral Economics acquire a very important role for planning actions to stop the pandemic [24, 25] . Behaviors that are not appropriate to combat efficiently the pandemic had to be identified in their context of appearance, with detail study of propagation scenarios in specific interaction cases [14] , as well as human biases intervening in the perceptions towards public measures. With simple tools and messages, appropriate changes in human behavior were encouraged or "nudged" (using Thaler's word). There are many biases related to human behavior. They were aggravated as a consequence of the pandemic, as shown in the following section. The Covid-19 epidemic has created an environment of uncertainty and lack of control among the population. Misinformation has further fostered the emergence of behavioral biases [26] [27] [28] . The existence of cognitive biases [29, 30] arises as a need for immediate judgment. The brain assumes a quick position in the face of certain stimuli, which due to the inability to process all available information is filtered selectively or subjectively. Among others, we can fundamentally distinguish the following biases, aggravated by the emergence of the Covid-19 pandemic: hindsight [31] , confirmation [32] , optimism [33] , present [34] , loss aversion [35] , bandwagon [36] , control illusion [37] , recent experience [38] , and conservation [39] . All biases above can significantly influence human behavior during Covid-19 [40] . To perform certain behaviors or actions, agents need a motivation, an ability and a stimulus [41] . If a certain action is intended to be done, it must be easy and quick for people to be motivated. Therefore, even activities as common during a pandemic as hand washing or putting on a mask require that the person be motivated to perform these behaviors. These biases will also influence the individual's purchasing process or household savings decisions, as well as in the day-to-day life of the individual. Seen from outside of the home, the household members live in the same "cellular location". Naturally, seen from the inside of the home, there are further divisions in the "cellular space": rooms, with their space and functionalities, and there are corridors and stairs, doors and windows. It is important for household members to have the ability to have privacy when needed, for instance to perform work tasks such as calls, or to isolate for health reasons and preventing the transmission of Covid-19 from a potentially infectious household member to a seemingly healthy household member. Let us describe below a realistic model for a household under lockdown and analyze how optimization and trade-offs might be needed for mutual satisfaction of all household members and economic system sustainability. The agents are household members (children of school age, and adults). The daytime activities of adult household members are working from home (in the case modeled) or leisure, whenever they must not supervise children or prepare or attend a meal. The daytime activities of children are education sessions or leisure sessions or attending a meal. We note that activities compete for attention: agents can be considered resources, and activities as requesters. The time and resource allocation in "zero-space" (lockdown) happening during the 2019-2021 pandemic, new for the twenty-first century, can compare with a well-known and understood, millennium old, monastic life model, still valid today for the Solesmes Abbey in France for instance, 1 with a very regular time plan. There is naturally an issue of fair scheduling and fair allocation. The ideal world would spread enjoyable and less enjoyable tasks and leisure times evenly on the adult members of a household. The observed reality is unfortunately different, with centuries of inequalities still casting a shadow on households in lockdown. A report issued by the UK Institute for Fiscal Studies (IFS) informs on "How are mothers and fathers balancing work and family under lockdown?" [42] . Let us quote just one sentence of this report and refer to the public report for in-depth facts and analysis. The data collected show that "Compared with fathers, mothers are spending less time on paid work but more time on household responsibilities. The time they spend on paid work is also more likely to be interrupted with household responsibilities." The description given above of households under lockdown would rather encourage to use game theoretical models, where agents and beneficiaries (collectively called the stakeholders) play cooperatively for mutual benefit, and trade activities allocated, as allowed and possible, for stepwise of comprehensive improvement of their satisfaction. When you are locked down with someone else, possibly several other people, keeping everyone happy, and reducing the occasional risk of moments of unhappiness or discontent is of paramount importance. Being locked down with a partner is a strength test for the relationship. One could use the analogy with a LASER signal, which forms as waves bounce back and forth within a cavity named klystron, with the interesting effect giving its name to LASER: light amplification through simulated emitted radiations. The schedule view of a household in lockdown, as in the illustration above, could hint to balance with robust condition and healthy cooperative mindset, respecting each of the partners, or towards an imbalance, repeated over time, which wears on people, and negatively impacts their relationship. A special point for lockdown is that weekdays seem very similar to one another, and so do the weekend days. No move in space is possible as in previous normal life, before the pandemic and the lockdown, no change of horizon. Our lives are boxed in a limited space. Events and life itself become very determined, and they are replicated with a daily periodicity and a possible change between weekdays and weekend, which may not even be felt as positive: weekends are time on your hands, and no freedom to move in space (again the "zero-space" characterization we have given for lockdown). Daily periodicity with two regimes: week (work)-days and weekend, and above a weekly periodicity. Next week is like the last week. Since social distancing can lead to a loss of mental and physical well-being in individuals, also decreasing productivity, governments need to convey messages to the population about good practices for staying healthy and managing anxiety. Simple motivational messages should be displayed and adhered to (or modified to get adherence). Constrained cohabitation among household members has put pressure on each, requiring, good practices to be implemented and respected by all. During confinement, some people have experienced anxiety or boredom sometimes compensated with excessive drinking or eating. Nudging them back to healthier behaviors should be considered by Public Policy Makers. Before the pandemic, very few people were teleworking, so they have had to adapt to working from home and balancing work, family responsibilities and leisure. Faced with this great challenge, it has been necessary to define a strict work schedule, create a calendar of activities at family level. For their part, students had to be more autonomous as well as disciplined, hence the need for adaptation and nudging as appropriate. Behavioral economics interventions discussed above tend to modify behavior without restricting people's ability to choose. During the pandemic caused by Covid-19, Behavioral Economics methods have come to the forefront-it is necessary to identify those human biases and modify those behaviors that are not appropriate to combat the pandemic. All biases can significantly influence human behavior in a person's day-to-day life, so it is important to study the meaning of zero-space in a lockdown phase and the activities of household members and agents and beneficiaries. This paper has reviewed different aspects of the impact of the pandemic on the economy, and with the tools of behavioral economics coming into play, it can help to: Covid-19: how doctors and healthcare systems are tackling coronavirus worldwide The COVID-19 epidemic Supporting the health care workforce during the COVID-19 global epidemic World Health Organization declares global emergency: a review of the The socio-economic implications of the coronavirus and COVID-19 pandemic: a review Crisis del coronavirus: impacto y medidas económicas en Europa y en el mundo ECLB-COVID19 Consortium: COVID-19 home confinement negatively impacts social participation and life satisfaction: a worldwide multicenter study School closure and management practices during coronavirus outbreaks including COVID-19: a rapid systematic review Consecuencias en los niños del cierre de escuelas por Covid-19: el papel del gobierno, profesores y padres Analysis of containment measures and economic policies arising from COVID-19 in the European Union Effects of state COVID-19 closure policy on non-COVID-19 health care utilization (No. w27621) Microeconomics of inter-temporal choice in zero-space: -learning from Covid 19 households in lockdown Covid19 impact on the Elderly Case of Francea quick note Agent based model for Covid 19 transmission: -field approach based on context of interaction Using insights from behavioral economics to mitigate the spread of COVID-19 Pandemic lessons Choices, values, and frames. 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