Daniel Rogger

World Bank Development Impact Evaluation Research Group
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Publications and Working Papers

(publications and working papers [WP], by section, in reverse chronological order)

Research

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[WP] Kevin Croke, Benjamin Daniels, Robert Lipinski and Daniel Rogger (2024) Motivating Improved Healthcare Using Holistic Patient Contracts [click for abstract and pre-results publication]

[WP] Michel Azulai, Margherita Fornasari, Imran Rasul, Daniel Rogger and Martin J. Williams (2023) Can Training Improve Organizational Culture? Experimental Evidence from Ghana's Civil Service [click for abstract]

[WP] Saad Gulzar, Juan Felipe Ladino, Muhammad Zia Mehmood and Daniel Rogger (2023) Command and Can't Control: Assessing Centralized Accountability in the Public Sector [click for abstract]

[WP] Daniel Rogger ® Leonardo Iacovone ® Luis Fernando Sanchez-Bayardo ® Craig McIntosh (2023) Local Infrastructure and the Development of the Private Sector: Evidence from a Randomized Trial [click for abstract]

[WP] Kevin Croke, Benjamin Daniels, Meyhar Mohammed, Daniel Rogger and Katre Väärsi (2023) Designing responsive performance metrics for health care providers: Evidence from the Estonian Quality Bonus Scheme [click for abstract]

Aidan Coville, Daniel Rogger, Jerome Sansonetti and Luca Stanus Ghib (2023) The State of Maintenance: Can Government and Citizens Cooperate for Improved Water Access? Conditionally Accepted via Pre-Results Review, Journal of Development Economics [click for abstract]

Daniel Rogger and Ravi Somani (2023) The Persistent Impact of Electoral Incentives on the Quality of Infrastructure, Journal of Public Economics 222 [click for abstract]

Daniel Rogger and Ravi Somani (2023) Hierarchy and Information, Journal of Public Economics 219 [click for abstract]

Christian Schuster ® Kim Sass Mikkelsen ® Daniel Rogger ® Francis Fukuyama ® Zahid Hasnain ® Dinsha Mistree ® Jan Meyer-Sahling ® Katherine Bersch ® Kerenssa Kay (2023) The Global Survey of Public Servants: Evidence from 1,300,000 Public Servants in 1,300 Government Institutions in 23 Countries, Public Administration Review 83(4): 982–993 [click for abstract]

Jozefina Kalaj, Daniel Rogger and Ravi Somani (2022) Bureaucrat time-use: Evidence from a survey experiment, World Development 152 [click for abstract]

Bureaucratic effectiveness is an important input into state capacity. The tasks public officials choose to spend their time on determines how their human capital impacts national development. Yet empirical evidence on the measurement and allocation of public officials’ time use is scarce. We provide empirical evidence in this domain through a survey experiment with Ethiopian bureaucrats. We randomly test alternative measures of bureaucratic time use by varying recall period, enumeration methodology and the degree of task detail in recall surveys. Relative to time-use diaries, we find that the best-performing survey modules differ by roughly a third of working time and that requesting more detailed breakdowns of time use significantly increases this disparity. We explore empirically how the allocation of time use correlates with individual characteristics, management practices, and service delivery outcomes.

Jurgen Blum and Daniel Rogger (2021) Public Service Reform in Post-Conflict Societies, World Bank Research Observer 36 (2): pp.260-287 [click for abstract]

Faisal Ali Baig, Xu Han, Zahid Hasnain and Daniel Rogger (2021) Introducing the Worldwide Bureaucracy Indicators: A New Global Dataset on Public Sector Employment and Compensation, Public Administration Review 81 (3): pp.564-571 [click for abstract]

Imran Rasul, Daniel Rogger and Martin Williams (2021) Management, Organizational Performance, and Task Clarity: Evidence from Ghana’s Civil Service, Journal of Public Administration Research and Theory 31 (2): pp.259-277 [click for abstract]

We study the relationship between management practices, organizational performance, and task clarity, using observational data analysis on an original survey of the universe of Ghanaian civil servants across 45 organizations and novel administrative data on over 3,600 tasks they undertake. We first demonstrate that there is a large range of variation across government organizations, both in management quality and in task completion, and show that management quality is positively related to task completion. We then provide evidence that this association varies across dimensions of management practice. In particular, task completion exhibits a positive partial correlation with management practices related to giving staff autonomy and discretion, but a negative partial correlation with practices related to incentives and monitoring. Consistent with theories of task clarity and goal ambiguity, the partial relationship between incentives/monitoring and task completion is less negative when tasks are clearer ex ante and the partial relationship between autonomy/discretion and task completion is more positive when task completion is clearer ex post. Our findings suggest that organizations could benefit from providing their staff with greater autonomy and discretion, especially for types of tasks that are ill-suited to predefined monitoring and incentive regimes.

Part of the JPART Developing and Emerging Economies Virtual Issue.

The World Bank Working Paper version (8595) can be accessed here.

A comic strip summary for this paper can be found here on the 'Let's Talk Development' blog, and is below...

The International Growth Centre Policy Brief can be accessed here.

A DIME Policy Brief on the wider engagement with the Ghanaian Government that acted as the platform for this research can be found here.

Anthony Bertelli, Mai Hassan, Dan Honig, Daniel Rogger and Martin Williams (2020) An Agenda for the Study of Public Administration in Developing Countries, Governance 33 (4): pp.735-748 [click for abstract]

Kerenssa Kay, Daniel Rogger and Iman Sen (2020)  Bureaucratic Locus of Control, Governance 33 (4): pp.871-896 [click for abstract | replication files]

To what extent do public officials feel they have control over their lives in public service? We develop a new measure of perceived control in the bureaucracy based on the locus of control index. The ‘Bureaucratic Locus of Control’ (BLOC) index extends standard measures to a bureaucratic context as well as introduces an extension to these measures that focuses on the power of systemic forces in officials’ lives. Field tests amongst a representative sample of Ethiopian public officials suggest that the BLOC index has good internal reliability and that it is positively associated with promotion opportunities, rewards and motivation. We showcase its use by investigating the extent to which inequality in control impacts the general perception of control. Potential uses of the scale to study bureaucratic dynamics are discussed.

Limited replication package available here and at the World Bank's Development Data Hub (Some of the analysis undertaken in this paper requires data that cannot be fully anonymized. We therefore release a limited replication file with that data that assures the anonymity of our survey respondents.)

Part of a Governance Special Issue on Studying Public Administration in Developing Countries.

Schuster, Christian ® Lauren Weitzman ® Kim Sass Mikkelsen ® Jan Meyer-Sahling ® Katherine Bersch ® Francis Fukuyama ® Patricia Paskov ® Daniel Rogger ® Dinsha Mistree ® Kerenssa Kay (2020) Responding to COVID-19 Through Surveys of Public Servants, Public Administration Review 80 (5): pp.792-796 [click for abstract]

[WP] Aidan Coville and Daniel Rogger (2018)  Who Visits Villages? Evidence from Visitor Books [click for abstract]

How does the outside world enter village life? Understanding who visits a village, and when, requires comprehensive records of visitors and their purpose. Fortunately, many rural communities keep exactly that - detailed visitor log books that record visits from external organizations. We use a sample of such books to provide a detailed picture of the outside world's engagement with villages in Tanzania. Government officials make up half of these visits, and visit most intensively at the start of the year, and at the start of the week. The top three reasons for visits are related to social services in the health, water and agriculture/environment sectors. The paper argues why visitor books are a potentially useful source of data on the experience of villagers and the activities of the public officials who serve them.

Imran Rasul and Daniel Rogger (2018) Management of Bureaucrats and Public Service Delivery: Evidence from the Nigerian Civil Service, Economic Journal 128 (608): pp.413-446 [click for abstract]

We study how the management practices bureaucrats operate under correlate to the quantity of public services delivered, using data from the Nigerian Civil Service. We have hand-coded independent engineering assessments of 4700 project completion rates. We supplement this with a management survey in the bureaucracies responsible for these projects, building on Bloom and Van Reenen [2007]. Management practices matter: increasing bureaucrats’ autonomy is positively associated with completion rates, yet practices related to incentives/monitoring of bureaucrats are negatively associated with completion rates. Our evidence provides new insights on the importance of management in public bureaucracies in a developing country setting.

Replication data and do files

Winner of the Deutsche Bahn Prize for Outstanding Research in Organisations and Management

In the news: World Bank blog post by Markus Goldstein, Slate Magazine article by Ray Fisman and Tim Sullivan, Vox EU article

[WP] Daniel Rogger (2017) Who Serves the Poor? Surveying Civil Servants in the Developing World [click for abstract]

Who are the civil servants that serve poor people in the developing world? This paper uses direct surveys of civil servants - the professional body of administrators who manage government policy - and their organisations from Ethiopia, Ghana, Indonesia, Nigeria, Pakistan and the Philippines, to highlight key aspects of their characteristics and experience of civil service life. Civil servants in the developing world face myriad challenges to serving the world’s poor, from limited facilities to significant political interference in their work. There are a number of commonalities across service environments, and the paper tries to summarise these in a series of ‘stylized facts’ of the civil service in the developing world. At the same time, the particular challenges faced by a public official vary substantially across and within countries and regions. For example, measured management practices differ widely across local governments of a single state in Nigeria. Using micro-level surveys of civil servants allows us to document these differences, build better models of the public sector, and make more informed policy choices.

An online appendix provides an overview of the major civil servant surveys of the last decade or so.

The World Bank Working Paper version (8051) can be accessed here.

My associated 'Governance for Development' blog is here.

My associated 'VoxDev' blog is here.

[WP] Daniel Rogger and Luke Sibieta (2017)  The Power of Public Appointments [click for abstract]

This paper explores the use of public appointments as an incentive for public action. In particular, it assesses whether making someone an honorary public official within a community shifts their identity or broader incentives towards the community’s aggregate welfare. We present a model of public appointments and test its predictions in a real-world appointment scheme focussed on residential streets in a borough of London, UK. We find that pure public appointments, with no accompanying increase in powers, increases citizens' efforts towards the production of street cleansing and beautification on their respective streets. Incentives accompanying the appointments turn out to be necessary for us to be able to detect substantive changes in the provision of these local public goods and on measures of social capital amongst neighbours. The nature of accompanying incentives influences the outcome of the appointment scheme. A regime that emphasizes citizens' identity as change agents in the community is more effective in improving citizen satisfaction with their neighbourhood, whilst incentives provided at the community level generate greater social cohesion amongst neighbours. The paper provides some of the first evidence of the incentive regimes that might underlie long-term service contracts between citizens and the state, and highlights the potential boundaries of citizen involvement in delivering public services.

An Institute for Fiscal Studies Observation summarises our findings on the scheme

An Institute for Fiscal Studies Briefing Note provides the policy version of the paper

The ESRC Policy Briefing on the project

The Lambeth Street Champions Scheme web site, showcasing the scale up of the Scheme across the Borough

In the news: ESRC news article, Medium article by Noel Hatch

Imran Rasul and Daniel Rogger (2015) The Impact of Ethnic Diversity in Bureaucracies: Evidence from the Nigerian Civil Service, American Economic Review, Papers and Proceedings, 105(5): pp.457-461 [click for abstract]

We document the correlation between the workplace diversity in bureaucratic organizations and public service delivery. We do so in the context of Nigeria, where ethnicity is a salient form of self-identity. We thus expand the empirical management literature highlighting beneficial effects of workplace diversity, that has focused on private sector firms operating in high-income settings. Our analysis combines two data sources: (i) a survey to over 4000 bureaucrats eliciting their ethnic identities; (ii) independent engineering assessments of completion rates for 4700 public sector projects. The ethnic diversity of bureaucracies matters positively: a one standard deviation increase in the ethnic diversity of bureaucrats corresponds to 9% higher completion rates. In line with the management literature from private sector firms in high-income countries, this evidence highlights a potentially positive side of ethnic diversity in public sector organizations, in the context of Sub Saharan Africa.

Replication data and do files

Delivering Public Services in the Developing World: Frontiers of Research

On an ad hoc basis, I intend to publish an overview of research on the delivery of public services in the developing world, based on interviews with researchers and practitioners actively working in the field.

[WP] Daniel Rogger (2019), “Delivering Public Services in the Developing World: Frontiers of Research II ” [click for abstract]

This essay presents a view of the frontiers of research on public service delivery in the developing world, based on a series of interviews with researchers and practitioners actively working in this field. It reviews how far the research literature has come since the publication of the World Development Report 2004 ten years ago. There is growing interest in expanding standard intervention-based research to determine effective methods for its delivery. However, a lack of data on the internal workings of many providers inhibits rapid progress in the development of this literature.

Daniel Rogger (2009), “Delivering Public Services in the Developing World: Frontiers of Research” Oxonomics 4:1, pp.19-24 [click for abstract]

This essay presents a view of the frontiers of research on public service delivery in the developing world, based on a series of interviews with researchers and practitioners actively working in this field. It recognizes the lasting contribution of the theoretical framework laid down by the World Development Report 2004 that emphasized accountability, and the randomized evaluations that have taken place to test and develop this theory. Research on other questions, such as those relating to the analysis of politics and the structure and organization of government, is at an earlier stage, and is likely to need a more structural approach. There are many questions still to be answered in this field.

Handbook of Measurement in the Public Administration

Government Analytics Banner

I am the co-editor, with Christian Schuster, of a handbook on measurement in the public administration for the World Bank.  The full Handbook, titled 'The Government Analytics Handbook: Leveraging Data to Strengthen Public Administration' is available at www.worldbank.org/governmentanalytics.

Trailer

Chapters for which I am a co-author

Chapter 1: Daniel Rogger and Christian Schuster (2023) The Power of Government Analytics to Improve Public Administration

Chapter 2: Daniel Rogger and Christian Schuster (2023) How to Do Government Analytics: Lessons From the Book

Chapter 3: Daniel Rogger and Christian Schuster (2023) Government Analytics of the Future

Chapter 13: Jane Adjabeng, Eugenia Adomako-Gyasi, Moses Akrofi, Maxwell Ampofo, Margherita Fornasari, Ignatius Geegbae, Allan Kasapa, Jennifer Ljungqvist, Wilson Metronao Amevor, Felix Nyarko Ampong, Josiah Okyere Gyimah, Daniel Rogger, Nicholas Sampah and Martin Williams (2023) Government Analytics Using Data on the Quality of Processes

Chapter 17: Imran Rasul, Daniel Rogger, Martin Williams and Eleanor Florence Woodhouse (2023) Government Analytics Using Data on Task and Project Completion

Chapter 19: Xu Han, Camille Parker, Daniel Rogger, and Christian Schuster (2023) Determining Survey Modes and Response Rates: Do Public Servants Respond Differently to Online and In-person Surveys?

Chapter 20: Robert Lipinski, Daniel Rogger, Christian Schuster and Annabelle Wittels (2023) Determining Sample Sizes: How Many Public Officials Should Be Surveyed?

Chapter 21: Robert Lipinski, Daniel Rogger, Christian Schuster and Annabelle Wittels (2023) Designing Survey Questionnaires: Which Survey Measures Vary, and for Whom?

Chapter 22: Robert Lipinski, Daniel Rogger and Christian Schuster (2023) Designing Survey Questionnaires: To What Types of Survey Questions Do Public Servants Not Respond?

Chapter 26: Camille Hoover, Robin Klevins, Rosemary Miller, Maria Raviele, Daniel Rogger, Robert Seidner and Kimberly Wells (2023) Using Survey Findings for Public Action: The Experience of the US Federal Government

Chapter 27: Faisal Ali Baig, Zahid Hasnain, Turkan Mustafa Qizi Mukhtarova and Daniel Rogger (2023) Government Analytics Using Household Surveys

Blogs

Introducing "The Government Analytics Handbook": A comprehensive guide for transforming public sector management (Let's Talk Development, World Bank Chief Economist's Blog)

A government productivity revolution requires a government analytics revolution: Introducing The Government Analytics Handbook (Governance for Development, World Bank Global Governance Practice Blog)

Government Analytics: A Toolkit for Greater Expenditure Effectiveness (IMF Public Financial Management Blog)

Introducing The Government Analytics Handbook and World Bank Fellowships for civil servants (Apolitical Blog)

Data Sets

Worldwide Bureaucracy Indicators

Bureaucracy Lab/World Bank (2020) Worldwide Bureaucracy Indicators' (WWBI) available here [v3 (June 2023); v2 (May 2021); v1.1 (June 2020); v1.0 (December 2018); also see GitHub repository; v2 flyer here]

Global Survey of Public Servants

Francis Fukuyama ® Daniel Rogger ® Zahid Hasnain ® Katherine Bersch ® Dinsha Mistree ® Christian Schuster ® Kim Sass Mikkelsen ® Kerenssa Kay ® Jan Meyer-Sahling (2021) 'Global Survey of Public Servants Indicators'.  Available at www.globalsurveyofpublicservants.org/datadownloads [see related Tableau Dashboard of Indicators]

Global Education Policy Dashboard

The Bureaucracy Lab collaborated with the World Bank's Education Global Practice to design the politics and bureaucratic capacity components of the Global Education Policy Dashboard (GEPD, 2021) Washington DC: World Bank (see here to access the recording of the launch of the dashboard and here to access the associated presentation blog; GEPD Survey of Public Officials; Implementation brief and other surveys/materials are available here)

Data from Individual Surveys of Public Servants

All data sets from surveys undertaken at the World Bank under the Bureaucracy Lab that I co-lead should be uploaded at the World Bank's microcatalogue and either be associated directly with me (search for the name "Rogger") or under the title "Survey of Public Servants".  For example, Daniel Rogger (2010) 'Survey of Nigerian Civil Servants,' is available at the World Bank's microcatalogue here [further information/codebook available at link/microcatalogue]

Policy

Public Reports from Surveys of Public Servants

The Government of Ethiopia and World Bank (2018) “Moving Further on Civil Service Reforms in Ethiopia” Washington DC: World Bank (see here to access the report on the World Bank web site)

The Government of Liberia and World Bank (2017) “Report Summary Flyer” that accompanied the full report [full report not publicly available]

The Presidency of Nigeria (2011) “Official Report of the 2010 Survey of Civil Servants” Abuja: Government of Nigeria (click here for the executive summary and recommendations only)

Other policy reports and outputs

World Bank (2021) “Data, Digitalization, and Governance” Europe and Central Asia Economic Update (Spring 2021)

Governments play a critical role in the economies of Europe and Central Asia, where government expenditures are close to 40 percent of gross domestic product and the public sector accounts for nearly 27 percent of total employment, which is almost twice the global average. The public sector often attracts some of the best educated workers in the region. And support for a larger public sector is increasing due to aging populations and their growing health care and long-term care needs, rising inequality and greater support for redistribution, and increasing expenditures as governments address the challenges posed by the COVID-19 crisis. The significant role that government plays underscores the importance of the quality of governance in determining productivity and growth and effectively responding to the region’s economic and social challenges. Digital technology and the data revolution offer the potential to increase efficiency, transparency, responsiveness, and citizen trust, directly impacting the quality of government. Across the world, the quality of government is increasingly informed by the extent to which governments harness digital tools and GovTech to optimize management, service delivery, and overall state capacity. Technology and data are also key for fostering collaboration between governments and civil society to improve public sector efficiency and service delivery. The COVID-19 pandemic has highlighted the costs associated with delaying digitalization and GovTech implementation and the opportunities that lie in public sector modernization.

The World Bank presentation of the report can be seen here.

Wouter van Acker, Ravi Somani, Lida Bteddini, Zahid Hasnain and Daniel Rogger (2021) “Rethinking Performance Management to Support Changing Mindsets for Sustainable Development”  Chapter 10 of UNDP (2021) “Report on Changing Mindsets to Realize the 2030 Agenda for Sustainable Development” 

Walter Brown, Daniel Rogger, Ella Spencer and Martin Williams (2020) “Information and innovation in the public sector” International Growth Centre Policy Brief

Zahid Hasnain and Daniel Rogger (2018) “Innovating Bureaucracy for Increasing Government Productivity” World Bank Governance Note. Washington, D.C.: World Bank Group

Lida Bteddini, Zahid Hasnain, Kerenssa Kay, and Daniel Rogger (2018) “Civil Servant Surveys Help Assess Government Capability in a Program-for-Results” World Bank Governance Note. Washington, D.C.: World Bank Group

Laura Litvine, Imran Rasul and Daniel Rogger (2016), “Dynamics of Public Service Delivery: Evidence from Bangladesh” BRAC Institute of Governance and Development (BIGD) Policy Paper

We present the first descriptive look at dynamic spending patterns across a large representative sample of infrastructure projects, using unique project-year level panel data covering the universe of infrastructure projects conducted by the Government of Bangladesh between 2003 and 2013. This initial research allows us to draw two main preliminary conclusions: First, projects seem to follow a non-linear spending pattern, spending less in early stages of a project’s life, and more in the latter half of a project’s implementation period. This is true for both complete and incomplete projects, and shows that underspends do not appear only because projects get abandoned, but rather seem to be an issue arising early in a project’s life and surviving throughout. This suggests investigating further the planning and early life of projects. Second, when comparing complete and incomplete projects, we observe that successfully completed projects overall did better at predicting this non-linear spending trend, required smaller revisions to planned spendings, and departed less from plan throughout the life of a project. Implementation dynamics and a project’s completion status are therefore indeed correlated, and this relation should be explored further.

Emla Fitzsimons et al. (2012), “UK Development Aid” Institute for Fiscal Studies Green Budget 2012, pp. 142 - 161

In 2010, the UK government spent £8.45 billion – 0.57% of Gross National Income (GNI) – on Overseas Development Aid (ODA), mainly through the Department for International Development. This is set to rise to £12 billion in 2013 in order to fulfil the commitment to spend 0.7% of GNI on ODA, something that is particularly controversial against the backdrop of fiscal austerity for almost all other areas of public expenditure. The decision to increase aid spending raises some obvious questions and concerns.

Anthony Costello et al. (2009), “Managing the health effects of climate change” The Lancet 373 (9676): pp.1693 - 1733 (see here for other associated documents)

Climate change is the biggest global health threat of the 21st century. Effects of climate change on health will affect most populations in the next decades and put the lives and wellbeing of billions of people at increased risk. During this century, earth’s average surface temperature rises are likely to exceed the safe threshold of 2°C above preindustrial average temperature. Rises will be greater at higher latitudes, with medium-risk scenarios predicting 2–3°C rises by 2090 and 4–5°C rises in northern Canada, Greenland, and Siberia. In this report, we have outlined the major threats - both direct and indirect - to global health from climate change through changing patterns of disease, water and food insecurity, vulnerable shelter and human settlements, extreme climatic events, and population growth and migration. Although vector-borne diseases will expand their reach and death tolls, especially among elderly people, will increase because of heatwaves, the indirect effects of climate change on water, food security, and extreme climatic events are likely to have the biggest effect on global health.

Pam Meadows and Daniel Rogger (2005), “Low-Income Homeowners in Britain: Descriptive Analysis” Public policy paper for the UK Department of Work and Pensions

Teaching and Public Engagement

Albert Ohams and Daniel Rogger, “Water Get Enemy: The Story of Delivering Public Services in the Developing World

This is a fictional story, in the form of a graphic novel, that sketches the passage of a public project through a developing country government. It aims to introduce the reader to the challenges of delivering public services in the developing world.

Articles

Patricia Paskov and Daniel Rogger, “Has your boss asked how you're doing today? The case for investing in internal surveys while working from home” Apolitical, April 21 2020

Alex Armand et al. (2009), 'Assessing the Impact of Infant Mortality upon the Fertility Decisions of Mothers in India', Aenorm 64:17 (chosen as the best overall paper submitted to the Econometric Game 2009 judges)

My 'Guiding principles for researchers working with government in the developing world' outlines my commitments to the research community and to the governments with whom I work in the course of that research.

'Why Interdisciplinarity?', Institute for Global Health Annual Report 2008/9

Interdisciplinary collaboration has recently been attracting increasing support as an approach to research. Universities are setting up interdisciplinary institutes and schools. Funding bodies are earmarking increasingly large sums to collaborative research projects. Historically hailed as a paradigm but underfunded, interdisciplinarity finally seems to be hitting the financial big time.

'Making the Most of Being a Student at UCL Economics Department', Equilibrium newspaper November 2008 (Equilibrium is the UCL economics department in-house magazine, and archived issues can be found here)

'ODI fellows: Developing or Damaging?', ODI fellows newsletter, October 2006

Blogs

World Bank blog page, listing my blog posts for the World Bank

VoxDev blog page, listing my blog posts for VoxDev

Archive of blog posts/posted articles on public administration

Letters to my generation, a blog on philosophy

Adventures in interdisciplinarity, a 'blogette' on my experiences of interdisciplinarity

Baby checklists, an essay on how checklists helped my wife and I with the first few months of looking after our baby

Just for Fun

Daniel Rogger (2008), "For a moment of confusion: The dismal lives of economic agents", Revise and Resubmit, Journal of Universal Rejection