The Impact of Dengue Fever in Early Life on Human Capital Formation

Lead Research Organisation: University of Leicester
Department Name: Economics

Abstract

I will investigate the impact dengue fever has on human capital formation considering exposure at different stages of early life and childhood and will provide causal estimates on the additional the societal costs of the disease so far neglected in the literature.

Background
Dengue fever is a mosquito-borne viral disease causing a flu-like illness occurring mostly in tropical and sub-tropical countries. With no vaccine or treatment available, the medical focus is on rehydration and on managing the symptoms including high temperature, severe headaches and bone, muscle and joint pain with the vast majority of patients recovering fully after 10-14 days. Dengue fever has expanded considerably over the past 50 years fuelled by increased urbanization and individual travel and today affects an estimated 390 million people in 128 countries. The World Health Organizations has called dengue fever the fastest spreading mosquito-borne disease worldwide with 'epidemic potential' putting the health of about half of the world's population at risk.

Contribution
Despite the relatively low mortality from the disease, dengue fever is associated with considerable socio-economic costs and there is a large body of literature providing estimates of the costs of the disease. The proposed research will help to overcome these shortcomings in existing cost estimates of the disease by explicitly providing estimates on the effects dengue fever may have from exposure in early life and childhood on a range of measures of human capital development. The research also contributes to the literature on disease burden by applying cutting-edge impact evaluation techniques mostly borrowed from labour economics to overcome methodological shortcomings that plague the literature on the cost of diseases. The proposed research will also make a contribution by combining large sets of microdata on individual dengue infections with individual educational outcomes for Brazil, a major country affected by dengue and by making this data available to the research community.

Research questions
The proposed research will address three related research questions. In the first project I will estimate the effect of dengue exposure of an unborn child during time in-utero on long-term outcomes, in particular a wide range of educational outcomes and health outcomes of children. The second part of the analysis will involve investigating the contemporaneous effect of dengue on human capital by focusing on infections of school-aged children and the effect on short-term and longer-term schooling outcomes. The third project will investigate the effects on schooling outcomes of children of the infection and subsequent absenteeism of their teachers by linking individual dengue infections to the universe of Brazilian teachers. In addition I will investigate whether parental dengue infections impact the schooling outcomes of their children by linking the data of dengue infections with parental information.

Societal impact
Accurate and more comprehensive estimates of the economic cost of dengue fever are crucial for a wide range of related policies in Brazil and in the other countries affected by dengue. The results from the proposed research will be important for more accurate cost-benefit analyses, which are an important evidence-base for decisions on dengue vector control programmes. In addition, six candidates for a dengue vaccine are at various stages of development; and Brazil, among other countries, will need to consider the introduction of a vaccine in the near future and then to target the subpopulations most in need when designing its immunization programme.

Planned Impact

A. Who will benefit?
New estimates show that half of the world's population is at risk of dengue fever and an estimated 390 million people in more than 100 countries each year are infected with the disease. Research on the true societal cost of dengue therefore potentially benefits a large portion of the global population by directing resources where they are most efficiently used and hence improving health, educational attainment and wellbeing in the population.
The users of the proposed research include:
1) The population at risk of infection with dengue in more than 100 countries, among them in particular pregnant mothers and their unborn children, newborns and small children, school age children in countries with dengue exposure.
2) International users of cost estimations of infectious diseases - including dengue - and concerned with public recommendations on immunization schedules such as the WHO, the International Vaccine Institute, the International Vaccine Access Center, the Sabin Vaccine Institute, the Centers for Disease Control and Prevention.
3) National health ministries and public health institutions in countries affected by dengue and responsible for dengue vector control programmes and the introduction of a potential future vaccine.
4) Education ministries and decision makers in education responsible for the design of remedial education programmes for children affected by school absences due to infectious diseases, including dengue fever.
5) Research organizations and consortia working on dengue and other tropical diseases including the International Research Consortium on Dengue Risk Assessment, Management and Surveillance (IDAMS), Special Programme for Research and Training in Tropical Diseases (TDR), the Eliminate Dengue Program, the Break Dengue programme, and many national research initiatives.
6) International and national funders on tropical diseases research, including the Gates Foundation, Wellcome Trust, Institute Pasteur, and national governments.
7) Research initiatives and the pharmaceutical industry involved in the development and testing of dengue vaccines and other infectious diseases (Institute Butantan, Dengue vaccine Initiative, Sanofi Pateur, Inviragen/Takeda, GlaxoSmithKline, Merck).
8) In Brazil: The Ministry of Health and the Ministry of Education, the National Health Foundation (FUNASA) with its National Programme for the Control of Dengue, and state and municipal secretariats responsible for health and education.
B. How will they benefit from the research?
The research results will inform policy makers and public health officials on the so far undocumented costs of the disease resulting from its impact on human capital formation and educational and health outcomes of affected children.
The results will improve cost estimates using causal estimates based on vigorous econometric techniques using high quality and large sets of microdata.
These improved cost estimates are crucial for the evidence-based policy debate of state and non-state stakeholders for the design and implementation of dengue control programmes and intervention strategies.
The results will be important for the adoption decisions of future dengue vaccines currently in the final testing stages and for demand estimates of dengue vaccines for policy makers and producers.
The estimates are important for the tailoring of dengue control programmes and immunization schedules by improving cost efficiency of the interventions by targeting subpopulations with the highest costs ((un-born) children, pregnant women, women of fertile age, teachers etc.).
The results will also be important for the targeting of public awareness campaigns on more specific target groups.
The cost estimates can be crucial to directing funding for research on infectious diseases towards where funds are most effective.
The results are important more generally showcasing how infectious diseases can impact human capital formation.

Publications

10 25 50
 
Description The research funded through this grant has contributed to the understanding of the effect of maternal dengue infection on the health of children at birth. By linking individual records on dengue infections with records on the universe of pregnancies, we can estimate the effect of dengue infections in utero on the health of the child at birth.
We find that, dengue infection leads to worse health at birth, as estimated by reduced birth weight, higher propensity for being classified as low and very low birthweight, and an increase in child mortality. The findings on health at birth are likely providing a lower bound, as children born alive are likely selected, due to a culling effect.
We also find that contemporaneous dengue infections reduce educational attainment by increasing the propensity to drop out of school and by harming learning, as evidenced by a negative effect on standardised test scores.
Exploitation Route The results can be used by state regulators and public health policy makers to improve targeting the newly introduced dengue vaccines to young females to prevent the negative consequences of maternal dengue on child outcomes.
We will also make the datasets available for other researchers to use the matched records for their own investigation.
We have also produced detailed dengue infection maps which may be used by policy makers and researchers to guide future research and policy making.
Sectors Education,Healthcare,Pharmaceuticals and Medical Biotechnology

 
Description Throughout the grant I have been working very closely with policy makers in the secretariat of health in Brazil to advise on the findings regarding policy making of the secretariat in mainly two areas: decision making regarding the adoption of dengue vaccines and the design of vector control programmes, in particular regarding the distributions effects of both policies. Our research has informed the secretariat on which individuals to focus vaccination campaigns, and in which areas to focus dengue vector control activities to minimise the socioeconomic cost of the disease.
First Year Of Impact 2019
Sector Education,Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic,Policy & public services

 
Description Policy forum
Geographic Reach South America 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact Our advise led to a change in the perception of the cost of a vector borne disease, dengue, and the distributional impact of the disease on specific groups, in this case expectant mothers, with additional advise on prevention for this group.
 
Description HEFCE GCRF grant
Amount £13,000 (GBP)
Organisation Higher Education Funding Council for England 
Sector Public
Country United Kingdom
Start 09/2018 
End 01/2019
 
Title Database linking birth records with schooling outcomes 
Description This database links individual birth records with schooling outcomes of children, including information on their educational attainment and educational performance, e.i. test scores. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? No  
Impact Not applicable yet. 
 
Title Database linking dengue records with standardised test scores 
Description This new database links individual dengue records with standardised test score data from the national programme Prova Brasil. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? No  
Impact This new linked database allows to investigate the effect dengue infections have on standardised test scores in maths and Portuguese for students in 5th and 9th grade in primary school and 3rd grade in secondary school. 
 
Title Database linking dengue records with student records 
Description This database links individual dengue records with school records of students. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? No  
Impact This database enable the analysis of the effect of dengue infection on contemporaneous schooling outcomes. 
 
Title Database linking maternal dengue and birth outcomes 
Description This database links all registered cases of dengue to the universe of birth records in Minas Gerais. It contains information on all registered birth between 2000 and 2016, including information on the mother (age/ race/ educational background/ profession), the birth (type of delivery/ location of delivery/ medicalization of delivery) and the child (type of pregnancy/ birth weight/ 1 and 5 min Apgar score/ mortality). It also contains information on maternal dengue before and after pregnancy, the subtype of dengue, hospitalization, treatment, subsequent health outcomes). 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact The database lays the foundation for the empirical analysis for research paper 1: The effect of maternal dengue on birth outcomes. 
 
Title Database linking teachers with Dengue infections 
Description In this database we link information on dengue infections to the universe of teachers in the state system. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? No  
Impact This database will allow us to study the effect of dengue infections in teacher performance, including absenteeism, teacher turnover, and teacher retirement. 
 
Title Database on dengue incident and teacher attendance 
Description This database links records of all registered dengue cases to attendance records of school teachers in the state of Minas Gerais. This database contains individual attendance records of the universe of school teachers in state schools in the state of Minas Gerais. These daily records provide information on attendance and absences and the cause for absences (justified/ unjustified) and information on the dengue infections as an indicator variable (0/1). In case of a dengue infection, there is additional information on the date of first symptoms, the data of the registration of the case and information on the sub-strain of dengue, the type of diagnosis and follow up health outcomes. 
Type Of Material Database/Collection of data 
Provided To Others? No  
Impact This database will lay the foundation for the analysis of research paper 2: Identifying the effect of dengue on labour supply and attendance of public servants 
 
Description Festival of Social Science presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Third sector organisations
Results and Impact I participated in a panel discussion reporting on the findings of the dengue project and the use of administrative data for estimating causal effects.
Year(s) Of Engagement Activity 2020
 
Description Impact forum 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact We established a formal working group to discuss the policy conclusions of the research, in particular with respect to the dengue vector control programme and the adoption of future vaccines.
Year(s) Of Engagement Activity 2022
 
Description Memorandum of Understanding of Collaboration 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact I reached a Memorandum of Understanding of technical-scientific collaboration between the state secretariat of health, and the regulatory agency for water supply and the sanitary water supply services. This cooperation will enable to access data held by the agencies and the secretariat of health and an exchange of research results to improve the targeting of Dengue vector control projects in the state.
Year(s) Of Engagement Activity 2018
 
Description Planning of impact workshop in Brazilian Ministry 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact I visited the Secretariat of Health in Minas Gerais to start organizing a large workshop to take place in 2018 to present my research findings to policy makers in Brazil.
Year(s) Of Engagement Activity 2017
 
Description Policy discussion meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact I presented the findings to policy makers in the Subsecretaria de Vigilância em Saúde of the state ministry of health in Minas Gerais to discuss the policy implications derived from the research.
Year(s) Of Engagement Activity 2021
 
Description Presentation of preliminary results with stakeholders 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact I presented to preliminary results from my research on the effects of maternal dengue infection on the health of the unborn child at birth.
I also gave an overview of the undergoing work on the effect of dengue on school children and their performance at school.
Year(s) Of Engagement Activity 2018
 
Description Visit to State Secretariat for Vigilance and Public Health 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact I discussed my preliminary results with police makers at the State Secretariat for Vigilance and Public Health in Minas Gerais, a state most affected by Dengue fever in Brazil. The discussion focused on better cost estimates from my research output relevant for the decision of the state of Minas Gerais providing the newly developed Dengue vaccine to the general public. We also discussed how my research results will guide decisions around the targeting of the vaccine to specific population subgroups. I also received feedback from policy makers on what type of analysis they are specifically interested in to guide their decision making.
Year(s) Of Engagement Activity 2017