Integrated policies to Reduce Poverty in its Many Dimensions

Lead Research Organisation: University of Oxford
Department Name: International Development

Abstract

This research project addresses the overarching research question: What factors shape pathways into and out of poverty and people's experience of these, and how can policy create sustained routes out of extreme poverty in ways that can be replicated and scaled up?

We use the Alkire-Foster or AF (2011) method, in two very new and policy-relevant ways. The AF method first observes which deprivations each person experiences. It identifies people as multidimensionally poor based on the percentage of deprivations they have, then builds a rigorous but simple measure.

1. Repeated cross-sectional AF measures now exist for a large number of countries to analyse the trends and drivers of extreme multidimensional poverty-at both the individual and group level. Poverty levels and trends will be disaggregated by ethnicity, regions, caste, religion, age group, and the drivers of change will be analysed. At the macro level we will study pathways out of poverty related to public expenditure, growth, inequality, governance, policy integration, and other variables. Because ethnic and religious groups are often among the poorest of the poor, we will look up close at poverty of these different groups, to see if a general reduction in poverty included them--or left them behind. At the micro level we will check whether households without an empowered woman seem to have been left behind more often. We will then be able to analyse whether and in what circumstances settings with 'integrated policies' go along with high rates of poverty reduction, or more equalizing trends across social groups.

Doing this research requires us to construct, first of all, an innovative, high quality, and large set of poverty statistics ('databank). We anticipate that this data bank will include data on sixty countries, including over 30 countries in Sub-Saharan Africa, plus 13 of the 15 poorest countries in South Asia, East Asia and the Pacific, and Latin America. We should have disaggregated data down to the subnational level for about three-quarters of the countries. The final dataset with its associated statistics will be made publically available, and will provide the basis for the proposed micro and macro-econometric analyses to be undertaken in this research.

2. We aim to evaluate what policies have been effective in enabling the poor to escape multiple interconnected dimensions of poverty. We will undertake two country case studies (probably Nepal and Senegal), working closely with government members of the Multidimensional Poverty Peer Network. Through extensive qualitative interviews with policy leaders and analysts, we will undertake a study of integrated policy interventions and their effectiveness in reducing poverty in several dimensions. These studies provide the project with more localized, contextualized insights that impact project outputs and poverty reduction policies. This research will prove invaluable to other countries wishing to design integrated policies to reduce multidimensional poverty.

We will also design and test a new multidimensional methodology for formal impact evaluation. This innovative approach to impact evaluation will enable research users to evaluate programmes and certain policies using a multidimensional lens. This will provide a new tool to pinpoint what kinds of integrated policies better enable the poor to leave and stay out of several dimensions of poverty at the same time. The use of multidimensional outcome measures in RCTs could alter the RCT landscape.

An objective of this research is to focus on the possible policy uptake of lessons learned and research findings. Our experience with the country members of the MPPN, a network of 37 countries for which OPHI acts a Secretariat, shows us that involving these governments as partners from the very beginning is essential to insure research uptake. Also essential are effective and proactive communications strategies to reach strategic audie

Planned Impact

Stream one of the research will produce new econometric analyses of multidimensional poverty that will go beyond description to analyse the determinants of poverty reduction, and do so in over 60 countries. Academics and others working in poverty research and analysis will benefit since this is brand new research in terms of methodology and country coverage. The findings will also impact integrated policy responses-as we uncover what have been the most effective combination of policies to reduce multidimensional poverty. The research outputs will provide insights on how the different aspects of poverty are interrelated-giving governments policy levers for more effective anti poverty policies. Since the work will be planned from the beginning with MPPN country members, it will be through this forum that we expect the immediate uptake of this work.

In Stream 2, the major impact will be on impact evaluation methodologies and their alternatives. The use of multidimensional outcome measures in RCTs could alter the RCT landscape. These multidimensional RCTs will provide better, more integrated analyses of changes in interlocking deprivations to those wishing to evaluate multi-sectoral, multi-objective projects. The qualitative country case studies will complement the quantitative work and methodologies, and will provide the two countries chosen (most likely Nepal and Senegal) with detailed and policy-oriented analysis to inform actions in the short term.

Through uptake of its findings in both research streams by the public sector as well as other agencies (as in the case of the MPI), the expected impact is on the lives of the poor-better data leading to more integrated and effective policies to move the poor out of poverty.

To the greatest extent possible, we involve collaborators from the study contexts and we invest in junior scholars with mentoring and capacity building via email and Skype.

Both streams of research will generate papers to be published first as OPHI working papers and then as peer-reviewed academic papers. The econometric analysis and the RCTs will each yield a set of field-building papers that may form at least one special issue of a journal.

Our harmonized databank on multidimensional poverty will be freely accessible online. The proposed ground-breaking studies on ethnic and religious decompositions of multidimensional poverty will be posted with the same detail as existing subnational tables over time. This will enable other researchers to use the databank for additional research.

With our close working connection with the MPPN countries, we will translate research results into policy briefs, and make presentations at the annual meetings of the MPPN. Based on the results of the research we will make recommendations for improved anti-poverty actions.

We will publish the two case studies and with our local collaborators in those countries make presentations of results to the governments, academia and civil society of those countries.

A new set of empirical studies on multidimensional impacts will be published as working papers as well as in peer-reviewed academic journals, We will develop and publish a modified multidimensional RCT evaluation method.

To make the methodologies and results developed under this project accessible to stakeholders and researcher users, they will verified, then be made available in OPHI's training courses and website. OPHI stresses individual capacity building through intensive, technical training and technical support. OPHI will incorporate this project's research outcomes into its (separately funded) training and technical support programs so that research users have accessible guidelines for implementation based on extensive and detailed academic studies.
 
Description The research from this award has investigated the pathways into and out of poverty and the role of policy in creating and sustaining effective and efficient routes out of poverty. With this overall objective in mind, the research has so far had four major lines of inquiry. The first line of inquiry was an understanding of the trends of poverty over time. Through the development and publication of a database harmonizing data on multidimensional poverty over time, OPHI was able to analyse these trends and enable analysis by other non-affiliated researchers. These analyses revealed that most countries of those for which data was available saw statistically significant reduction in poverty, but with large variations in the pace of progress and in the existing poverty levels of the sub-national regions with the most improvement (Alkire Jindra Vaz and Robles 2017). As OPHI, with UNDP, launched a revised version of the Global MPI in September 2018, work has now begun to update this database with figures from the revised measure. In 2020, a projection research suggested the evolution of poverty by 2030 and later evaluated the impact of the COVID-19 pandemic on multidimensional poverty reduction. The second line of inquiry analysed how the levels of poverty differ for different population sub-groups, such as different age groups or ethnicities. These disaggregations, publicly published in online databases, allow a better understanding of where pockets of poverty exist and can help inform policies that "leave no one behind". The third line of inquiry was understanding the determinants of poverty. Following a research workshop held in December 2016, papers using econometric analyses to understand determinants of poverty found evidence that economic growth reduced income poverty more than multidimensional poverty, that foreign aid reduced multidimensional poverty more than income poverty, and that good governance was correlated with larger reductions in multidimensional poverty, among other topics (Jindra and Vaz 2018). The fourth and final line of inquiry sought to explore the use of a multidimensional framework for impact evaluation of poverty reduction programmes with multiple outcomes. A research workshop was held in March 2018 in which 14 papers on different case studies were presented. These showed that a multidimensional framework for impact evaluation is possible and can have added value for programmes that hope to reduce deprivations in multiple dimensions, particularly cash transfer programmes. These papers have been published as Working Papers and submitted to top academic journal. In place of the country case studies, we collaborated with UNDP to write a Handbook for countries developing National MPIs. Another unplanned but significant outcome was the revision of the global MPI to better reflect the Sustainable Development Goals by OPHI with UNDP, for which OPHI also completely revised and harmonised the system of computational programmes used to standardize indicator definitions, estimate the MPI and its associated sub- and partial indices, disaggregation by population subgroups, and assess robustness to alternative plausible parameters (indicators, cutoffs, weights) and re-calculated trends over time for India.
Exploitation Route The findings are expected to be taken forward by both researchers and practitioners at the national level. Researchers can make use of the research outputs and further explore the findings, particularly by using the database of changes in harmonized poverty levels over time and the database of subgroup disaggregations. This presents a new avenue for poverty research, which is likely to be fruitful in furthering our shared understanding of the condition of poverty and the ways in which it can be reduced. Practitioners can make use of the multidimensional framework for impact evaluation to better understand which policies are effective and efficient at reducing multidimensional poverty and deprivations in multiple dimensions. To facilitate this use by others, OPHI takes an active role in disseminating its research findings to both academic and policy audiences and engaging them in further work to build on the initial results. As detailed elsewhere in this report, this is done through academic publications, presentations at conferences, high-level meetings with policymakers, publication of policy briefings and working papers and our new magazine Dimensions, participation in the Multidimensional Poverty Peer Network, and training of academics and practitioners interested in using these methods for their own work.
Sectors Communities and Social Services/Policy,Education,Healthcare,Government, Democracy and Justice

URL http://www.ophi.org.uk
 
Description A growing number of countries are using the Alkire Foster (AF) method to design their own national multidimensional poverty measures to shape social policies or inform the targeting of anti-poverty programmes. In 2009, Mexico became the first country to launch an official national multidimensional poverty measure. Since then, many other countries have followed suit -- including Bhutan, Colombia and Chile. Since 2015, Costa Rica, Mozambique, Honduras, Dominican Republic, El Salvador, Armenia, Panama, Pakistan, Philippines, Ecuador, Nepal, Nigeria, Rwanda, Sierra Leone, Afghanistan, Malaysia, and Vietnam have launched official national MPIs among others -- with many others in the process of developing their own measures. OPHI provides extensive technical assistance to government technical staff, ministers and policymakers to support them in the development of their measures, and of the implementation of evidence-based and coordinated policies. OPHI's outreach work has included many seminars and hands-on training sessions, enabling them to build rigorous multidimensional poverty measures and use them for policy action. Countries use these measure to monitor poverty over time, evaluate the effectiveness of poverty reduction programmes, coordinate anti-poverty strategies across sectors, and target poverty interventions for the poorest of the poor. Nepal used the global MPI as its national MPI and Nigeria used a slight adaptation of the global MPI as its national MPI, demonstrating the relevance of this measure, particularly for least developed and low income countries. OPHI acts as Secretariat for the Multidimensional Poverty Peer Network (MPPN), a group of 59 governments and 19 international institutions that promotes the use of national multidimensional poverty measures. This Network provides a forum for knowledge sharing of experiences, as well as a means of coordinating advocacy at the international level on issues related to multidimensional poverty. The Network coordinates special side events at the UN General Assembly and the UN Statistics Commission, plus annual meetings. In 2016, the MPPN launched its own magazine Dimensions, which has interviews with leading policy actors, as well as case studies; it also launched a new Policy Briefing series that shows how countries are using the MPI with participatory methods, for policy coordination, and how they are institutionalizing the process from data to measurement to policy. The MPPN has rapidly expanded due to this grant, with more than 20 new countries, mostly from Africa and Asia, joining since the grant began. The impact of the AF method extends well beyond national multidimensional poverty measures. In 2009-2010, OPHI worked with the Human Development Report Office at the UN Development Programme (UNDP) to construct a Global Multidimensional Poverty Index (MPI), a measure of acute poverty covering more than 100 developing countries, for UNDP's flagship Human Development Reports. OPHI has updated the Global MPI annually since 2010, and from Winter 2014/2015 has made updates twice a year. OPHI produces a wide range of policy briefings and web resources on the Global MPI, including a publicly accessible interactive databank. In September 2018, OPHI, jointly with UNDP's Human Development Report Office, collaborated again on a revised Global MPI that better incorporates new data and the principles of the Sustainable Development Goals and the 2030 Agenda. OPHI also is on the Inter-Agency Expert Working Group on SDG indicators, and contributions to that group draw on research funded through this proposal. UN-DESA is also publishing findings on ethnicity disaggregation of the Global MPI in their 2019 World Social Situation Report. We have started to see more interest from development practitioners, including the UK Department of International Development, on understanding multidimensional impact evaluation and using it to improve their programmes. In 2020, the launch of the Global MPI 2020 included the first comprehensive study of harmonised trends in MPI and related statistics for 80 countries for which data is available. In September 2020, OPHI and the MPPN held an online Side Event at the 75th UN General Assembly for 21 world leaders and policymakers to discuss how to reduce poverty in the context of the COVID-19 crisis. The discussion entitled 'Poverty at a Crossroad: Using Leadership and the Multidimensional Poverty Index to Build Back Better' created a space to discuss the impact of COVID-19 on poverty around the world, and to share experiences of using multidimensional poverty indices (MPIs) to illuminate the way through the current crisis. In 2021, OPHI and the MPPN held two side events, at the UN Statistical Commission and the UN General Assembly, focusing on how countries use MPI for policymaking and Covid-19 response. In February 2022, OPHI and the MPPN held a virtual high-level side event at the 53rd UN Statistical Commission on 'Using Multidimensional Poverty Data to Leave No One Behind'. The event convened lead statisticians from more than ten countries to discuss and share experiences on how they are updating and communicating national MPIs in order to inform high-impact policies that end poverty and how they use the MPI and disaggregated data to track progress on pro-poor poverty reduction and the Leave No One Behind pledge. The initial project has continued to generate impact across multiple areas during 2022 and early 2023. Findings informed new academic research on interlinked deprivations, simulations, and projections of poverty trends that were presented in the 2021 and 2022 global MPI reports by UNDP's Human Development Report Office and OPHI. The International Development Committee, appointed by the House of Commons, featured MPIs in its report on 'Extreme Poverty and the Sustainable Development Goals', released in December 2022. The UN World Food Program (WFP) and OPHI used an MPI to evaluate the effectiveness of the Emergency Social Safety Net cash transfer program for vulnerable refugees in Turkey, and released its two-part report in 2022. In the same year, the Multidimensional Poverty Peer Network hosted a side event at the UN General Assembly on 'Driving multidimensional poverty reduction to secure well-being for all', with interventions from high-level representatives of 11 national governments, 5 international agencies, and organisations in the private and non-profit sectors. Impact from the initial award has also reached the private sector: in February 2022, Citi GPS and SOPHIA Oxford released a flagship report outlining a new framework for environmental, social, corporate governance using a multidimensional poverty approach. Wise Responder, a spin out from SOPHIA Oxford, has built its Poverty Zero Index and Wise Responder Action Kits based on the MPI methodology developed by OPHI. In February 2023, a new statistical package (mpitb) was made available on the Statistical Software Components (SSC) archive, enabling any user to estimate and analyse multidimensional poverty indices in Stata.
Sector Agriculture, Food and Drink,Communities and Social Services/Policy,Education,Environment,Healthcare,Government, Democracy and Justice
Impact Types Societal,Economic,Policy & public services

 
Description 2016 OPHI Intensive Summer School
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact The annual OPHI Summer School is a thorough and practical introduction to multidimensional poverty measurement aimed at researchers and professional statisticians and policymakers interested in using these measures to better understand multidimensional poverty and improve poverty reduction programmes. The 2016 training, held in Beijing, reached 78 participants from 27 countries and has helped build statistical capacity and create a critical mass of statisticians, researchers, and government officials who are able to use these methods to improve the lives of the poor with better targeted and more effective policies that address the many overlapping deprivations they experience.
URL http://ophi.org.uk/ophi-summer-school2016/
 
Description 2017 Intensive Summer School on Multidimensional Poverty Measurement and Analysis
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact The annual OPHI Summer School is a thorough and practical introduction to multidimensional poverty measurement aimed at researchers and professional statisticians and policymakers interested in using these measures to better understand multidimensional poverty and improve poverty reduction programmes. The 2017 training, held in Marrakesh, reached 80 participants from 36 countries and has helped build statistical capacity and create a critical mass of statisticians, researchers, and government officials who are able to use these methods to improve the lives of the poor with better targeted and more effective policies that address the many overlapping deprivations they experience.
URL http://ophi.org.uk/ophi-summer-school-2017/
 
Description 2018 OPHI Intensive Summer School
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact The annual OPHI Summer School is a thorough and practical introduction to multidimensional poverty measurement aimed at researchers and professional statisticians and policymakers interested in using these measures to better understand multidimensional poverty and improve poverty reduction programmes. The 2018 training, held in Oxford, reached about 50 participants from almost 30 countries and has helped build statistical capacity and create a critical mass of statisticians, researchers, and government officials who are able to use these methods to improve the lives of the poor with better targeted and more effective policies that address the many overlapping deprivations they experience.
URL https://ophi.org.uk/ophi-summer-school-2018/
 
Description Consultation on Revision of National MPI in Chile
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in revision of national multidimensional poverty measure, including conceptual discussions on new indicators. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description Consultation on Revision of National MPI in Colombia
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in revision of national multidimensional poverty measure, including conceptual discussions of indicators. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description Membership in IAEG-SDG Interlinkages Working Group
Geographic Reach Multiple continents/international 
Policy Influence Type Membership of a guideline committee
Impact The Interlinkages Working Group is tasked with identifying interlinkages in the statistics underlying the global SDG indicators and developing strategies to use these to improve analysis of the SDG indicators. The Interlinkages Working Group reports to the Inter-Agency Expert Group on the SDG Indicators, which was created by the UN Statistical Commission to develop a global indicator framework for the SDGs and the 2030 Agenda.
URL https://unstats.un.org/sdgs/files/Working-Group-ToR--Interlinkages.pdf
 
Description National MPI Consultation in Afghanistan
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Antigua & Barbuda
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Argentina
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Bangladesh
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Brazil
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Cuba
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Dominican Republic
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development and launch of national multidimensional poverty measure, including conceptual discussions and capacity building.
 
Description National MPI Consultation in Ethiopia
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Guatemala
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Honduras
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Jamaica
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Libya
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Maldives
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Nepal
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development and launch of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Pakistan
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development and launch of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Panama
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national and child-based multidimensional poverty measures, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Peru
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Rwanda
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Seychelles
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Sierra Leone
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Sri Lanka
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Tanzania
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Thailand
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Tunisia
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description National MPI Consultation in Uganda
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact Provided technical support to government and other stakeholders in development of national multidimensional poverty measure, including conceptual discussions and capacity building. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description Participation in High-Level Panel on Multidimensional Approach to Effective Development Cooperation
Geographic Reach Multiple continents/international 
Policy Influence Type Participation in a guidance/advisory committee
Impact As part of the 2nd High-Level Meeting of the Global Partnership for Effective Development Cooperation in Nairobi, Kenya, OPHI provided information on how a multidimensional poverty measure could be useful for promoting more effective development cooperation to encourage policies that "leave no one behind." This, along with continued engagement with development partners, including AMEXCID, Sida, and the OECD, has encouraged a rethinking of strategies for development cooperation that better reflect the multidimensional deprivations experienced by poor people.
URL http://ophi.org.uk/ophi_stories/high-level-panel-endorses-multidimensional-approach-to-poverty-at-th...
 
Description Production of Handbook on Guidelines for Developing a National MPI
Geographic Reach Multiple continents/international 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact With some limited support from the United Nations Development Programme (UNDP), OPHI has developed and will be publishing a handbook with guidelines and best practices for developing a National Multidimensional Poverty Index (MPI) that is context-specific and can be used to shape and improve poverty reduction policies.
 
Description Regional MPI Training Workshop for Caribbean
Geographic Reach North America 
Policy Influence Type Influenced training of practitioners or researchers
Impact Provided workshop in Barbados to train statisticians from Caribbean region on Alkire-Foster method for creation of multidimensional poverty indices. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description Regional MPI Training for Latin America
Geographic Reach South America 
Policy Influence Type Influenced training of practitioners or researchers
Impact Provided regional Spanish-language workshop in Colombia to train statisticians from Latin America on Alkire-Foster method and the creation of multidimensional poverty indices. These measures are then used to improve the welfare of the poor with more effective poverty reduction policies.
 
Description UN-ESCAP Strategic Dialogue on Poverty and Inequality
Geographic Reach Asia 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact Advised UN Economic and Social Commission for Asia and the Pacific (UN-ESCAP) on issues related to poverty and inequality in light of the 2030 Agenda for Sustainable Development. Spoke on "What Other Databases and Measurements are Out There?", as part of presentations from 30 international experts.
URL http://www.unescap.org/events/strategic-dialogue-poverty-and-inequality-asia-and-pacific
 
Description ESRC Impact Acceleration Account
Amount £7,461 (GBP)
Funding ID 1710-KICK-313 
Organisation University of Oxford 
Sector Academic/University
Country United Kingdom
Start 12/2017 
End 05/2018
 
Description Expansion of Evidence-based National and Global Multidimensional Poverty Measurement
Amount 20,000,000 kr (SEK)
Organisation Swedish International Development Cooperation Agency 
Sector Public
Country Global
Start 07/2017 
End 06/2021
 
Description The OPHI Multidimensional Poverty Index and Sustainable Development Goal monitoring
Amount £283,000 (GBP)
Funding ID 300706 
Organisation UK Department for International Development 
Sector Public
Country United Kingdom
Start 04/2018 
End 03/2019
 
Title Improved Estimation Programme for Global MPI 
Description As part of revising the Global MPI in 2018, OPHI researchers completely reconfigured the estimation code used to produce the final numbers to improve its functionality and enable further cross-sectional research. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? No  
Impact The improved estimation file was used to prepare the 2018 Global MPI results. It is also facilitating the development of academic papers using these results, though these papers are still in initial stages. 
 
Title Multidimensional Framework for Impact Evaluation 
Description OPHI has developed a new, multidimensional framework for impact evaluation of poverty reduction programmes with multiple intended outcomes. This uses the existing Alkire-Foster method of multidimensional poverty measurement, but applies it to impact evaluation to improve the understanding of effective poverty reduction programmes and policies. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? No  
Impact OPHI conducted an initial webinar with interested parties and then commissioned 11 papers using this framework for different applications to better understand its value added in different contexts. These papers will soon be published as OPHI working papers and submitted to high-quality academic journals. 
URL http://ophi.org.uk/ophi_events/workshop-will-discuss-multidimensional-impact-of-social-protection-sc...
 
Title Age Disaggregations for Global MPI 
Description This has allowed a new analysis of the existing Global MPI database by disaggregating the level and composition of poverty for different age groups. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact This database is very new, so there is limited published research yet that uses it. However, there is an analysis of children's multidimensional poverty (OPHI Briefing 46) that shows how children's poverty differs from that of adults and how the deprivations faced by poor children differ across geographic regions. 
URL http://ophi.org.uk/multidimensional-poverty-index/mpi-resources/
 
Title Analyses of deprivation interlinkages 
Description This research complement previous analyses with a novel account to explore how deprivations are interlinked and how these interconnections vary across the developing world. More specifically, it analyses deprivations using profiles, bundles, and co-deprivations to illuminate particular aspects of the joint distribution of deprivations. The research builds on the findings and data from the global MPI. 
Type Of Material Data analysis technique 
Year Produced 2022 
Provided To Others? Yes  
Impact The new analysis was the focus of a joint report on the 2022 Global MPI by the United Nations Human Development Report Office and OPHI. 
URL https://www.ophi.org.uk/wp-content/uploads/OPHIRP63a.pdf
 
Title Changes Over Time in Global MPI 
Description OPHI researchers have harmonized the existing datasets used in the Global Multidimensional Poverty Index (MPI) to create a database that shows changes in poverty over time. This database is publicly available on our website as a downloadable spreadsheet. These results are now being updated to align with the revised version of the Global MPI measure that was launched in September 2018. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact This database has enabled a stream of new research into trends in poverty levels over time. Among the many papers that have used this information are papers on 'Multidimensional Poverty Reduction among Countries in Sub-Saharan Africa' and 'Changes over Time in Multidimensional Poverty: Methodology and Results for 34 Countries'. 
URL http://ophi.org.uk/multidimensional-poverty-index/mpi-resources/
 
Title Ethnicity Disaggregations for Global MPI 
Description A publicly accessible database that uses the Global MPI method and disaggregates figures sub-nationally by ethnicity, where sample design permits. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact The data from this database is being used by UN-DESA in their annual World Social Situation Report to analyze inequality among different ethnic groups. 
 
Title Intra-household Child Analysis of Global MPI 
Description This analysis uses the microdata from the Global MPI estimations to understand how differences in age, gender, and sibling order affect the deprivations a child experiences. 
Type Of Material Data analysis technique 
Year Produced 2019 
Provided To Others? Yes  
Impact None yet. The analysis will be included in a Report On Child Poverty in South Asia with UNICEF, to be published in 2019. 
 
Title Projections of the Global MPI 
Description This new development proposes a framework for modelling projections of multidimensional poverty, and illustrates it using trends data from the global MPI to examine whether countries would halve their poverty between 2015 and 2030 if recent trends continued before assessing the reasonableness of the goals outlined in the 2030 Agenda for Sustainable Development. The modelling framework for computing projections can inform the setting of poverty reduction targets, and the evaluation of trajectory switches. 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? Yes  
Impact The development of policy reports and academic papers that informed new avenues for research, as well as engagement activities with academics in other universities and policy partners in UN agencies. 
URL https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4127796
 
Description Membership in Global Coalition to End Child Poverty 
Organisation Global Child Poverty Coalition
Country United Kingdom 
Sector Public 
PI Contribution As part of the Global Coalition to End Child Poverty, OPHI has been engaged in discussions on better ways of measuring child poverty to improve policies that seek to end child poverty. OPHI researchers participated in the conference "Putting Children First: Identifying Solutions and Taking Action to Tackle Poverty and Inequality in Africa", held 23-25 October in Addis Ababa, Ethiopia. OPHI presented an interactive session on using a Multidimensional Poverty Index (MPI) for child poverty, including exercises in using the methodology. OPHI also presented global child poverty numbers and provided feedback on some of the papers discussed.
Collaborator Contribution The collaboration partners funded OPHI's participation in the "Putting Children First" conference, which enabled OPHI to develop contacts with other child poverty experts and further develop its own research on multidimensional poverty as it relates to children, specifically.
Impact As a result of this collaboration, OPHI Research Christian Oldiges published a blog post on multidimensional child poverty. It has also resulted in increased interest from national governments in developing multidimensional measures of child poverty. This collaboration is multi-disciplinary, touching on issues related to economics, education, health, psychology, and public policy, among others.
Start Year 2017
 
Description SDSN Thematic Research Network on Data and Statistics for Sustainable Development 
Organisation Sustainable Development Solutions Network
Country France 
Sector Charity/Non Profit 
PI Contribution Sabina Alkire, Director of OPHI, serves as a member of the SDSN Thematic Research Network on Data and Statistics for Sustainable Development (TReNDS), providing input on key reports, attending Network teleconference calls and in-person meetings, and speaking at associated conferences.
Collaborator Contribution The SDSN's Thematic Research Network on Data and Statistics (TReNDS) convenes leaders from different disciplines and sectors to provide advice on issues related to sustainable development data, in concert with the formal UN system and the Global Partnership for Sustainable Development Data.
Impact These outputs of this collaboration include the compilation of relevant research and policy publications, involvement in data-related conferences, and collaboration on initiatives to provide data solutions. The collaboration is multi-disciplinary, including experts on poverty data, agriculture data, climate data, space data, and others.
Start Year 2017
 
Description SDSN Thematic Research Network on Data and Statistics for Sustainable Development 
Organisation Sustainable Development Solutions Network
Country France 
Sector Charity/Non Profit 
PI Contribution Sabina Alkire, Director of OPHI, serves as a member of the SDSN Thematic Research Network on Data and Statistics for Sustainable Development (TReNDS), providing input on key reports, attending Network teleconference calls and in-person meetings, and speaking at associated conferences.
Collaborator Contribution The SDSN's Thematic Research Network on Data and Statistics (TReNDS) convenes leaders from different disciplines and sectors to provide advice on issues related to sustainable development data, in concert with the formal UN system and the Global Partnership for Sustainable Development Data.
Impact These outputs of this collaboration include the compilation of relevant research and policy publications, involvement in data-related conferences, and collaboration on initiatives to provide data solutions. The collaboration is multi-disciplinary, including experts on poverty data, agriculture data, climate data, space data, and others.
Start Year 2017
 
Description UNECE Steering Group on Measuring Poverty and Inequality 
Organisation United Nations (UN)
Country United States 
Sector Public 
PI Contribution Participation in regular expert meetings to provide high-level input on topics related to measurement of poverty and inequality in Europe.
Collaborator Contribution Organize regular UNECE expert meetings on measuring poverty and inequality to advise the UNECE Secretariat, including on issues such as capacity building to support the statistical systems in the countries of Eastern Europe, Caucasus and Central Asia.
Impact The key output this far is the production of a Guide on Poverty Measurement for the UN Economic Commission for Europe.
Start Year 2017
 
Title Business MPI 
Description The Business MPI (bMPI) is a tool developed by OPHI researchers based on the Alkire-Foster Method that can be used by businesses to assess and address poverty amongst their employees and in their supply chain. 
IP Reference  
Protection Copyrighted (e.g. software)
Year Protection Granted 2018
Licensed Yes
Impact The Business Poverty Multidimensional Index (bMPI) has been licensed on a non-commercial basis to a business coalition in Costa Rica, where it has been used by 39 companies in Costa Rica to survey over 50,000 households to identify the poverty within the households and to enable the companies involved to develop poverty alleviation strategies.
 
Company Name SOPHIA OXFORD, INC. 
Description Created in December 2018, sOPHIa Oxford is Oxford University's first social venture spin-out. It is a non-profit enterprise linked to the University in partnership with the Oxford Poverty & Human Development Initiative (OPHI) that seeks to work with private enterprises to identify and respond to multidimensional poverty among their employees and families, their contractors, suppliers, and supply chains. It has the exclusive worldwide license to the Business Multidimensional Poverty Index (bMPI) that was developed at OPHI using the Alkire-Foster Method to help companies align corporate values and operations. 
Year Established 2018 
Impact SOPHIa Oxford only came into official existence very recently - in the second half of 2018. It completed a license agreement with Oxford University Innovation in February 2019. It is building on a first initiative in Costa Rica, which is now working with 39 companies. These 39 companies have measured the poverty of 50,000 households, and the companies involved have begun to develop programmes to tackle the poverty of their employees. These programmes include subsidized loans, psychological support, financial coaching, and a care network for elderly, disabled, or very young family members.
Website http://www.sophiaoxford.org
 
Description Atkinson Commission report Launch 4 November 2016 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact As the December workshop came in under budget due to some senior discussants from abroad participating by Skype, we used the ESRC funding to organise a high profile launch of the Atkinson Commission report to the Chief Ecomomist of the World Bank, Monitoring Global Poverty. the event was co-hosted with the Oxford Martin school which provided space. The event was webcast and all materials are available online.
Year(s) Of Engagement Activity 2016
URL http://www.ophi.org.uk/ophi_stories/measuring-global-poverty-atkinson-report-launch-4-november-2016-...
 
Description Blog Post by Christian Oldiges 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact OPHI Research Officer Christian Oldiges published a blog on endchildhoodpoverty.org entitled "Fighting Child Poverty Multidimensionally: A Headline and a Toolbox". This blog discusses how the Alkire-Foster Method can be used to identify and target poor children. It also shows how the Global MPI can be disaggregated by age, based on recent age disaggregation updates to the Global MPI database.
Year(s) Of Engagement Activity 2017
URL http://www.endchildhoodpoverty.org/news-and-updates-1/2017/11/13/fighting-child-poverty-multidimensi...
 
Description December 2016 Research Workshop on Econometric Analyses of MPI 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Study participants or study members
Results and Impact As proposed we have organised a two-day research workshop on Econometric analyses of MPI, with a combination of junior and senior researchers presenting and discussing 12 papers including macro and micro as well as multi-level analyses. The workshop was held on 6-7 December 2016.

A paper was presented by Christoph Jindra and Ana Vaz on Quality of governance and multidimensional poverty: A comparative analysis of 71 countries. This paper contributing to the debate about possible beneficial effects of good governance by looking into its relationship with one specific development indicator, multidimensional poverty as measured by the global multidimensional poverty index (Alkire and Santos, 2014). Using hierarchical models and survey data for 71 countries, the paper explored the direct effect of governance on individual likelihoods of being poor.

Nicolai Suppa presented a paper on Econometric Analyses of Multidimensional Poverty.

Christian Oldiges and Bilal Malaeb presented a paper on Ethnic Diversity and Multidimensional Poverty.

Bouba Housseini and Sabina Alkire presented a paper on Economic Growth, Inequality and Multidimensional Poverty: Evidence from a Panel of countries.
Year(s) Of Engagement Activity 2016
URL http://www.ophi.org.uk/ophi_stories/wide-ranging-workshop-held-on-trends-in-poverty/
 
Description Distinguished Lecture by Professor Amartya Sen Oxford University on Wednesday 18 January. 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Professor Amartya Sen spoke at a series of events organised by OPHI at Oxford University on Wednesday 18 January. In a Distinguished Public Lecture Professor Sen addressed the need for quality public discussion of issues including welfare economics. At a separate seminar the Nobel Laureate discussed choice, welfare, inequality, poverty and rights. The lecture and seminar were oversubscribed and raised OPHI's profile and focus considerably. Both events were live streamed and a video made of the event was placed on the website.
Year(s) Of Engagement Activity 2017
URL http://www.ophi.org.uk/ophi_stories/professor-amartya-sens-events-live-stream/
 
Description Global MPI Launches 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact Twice a year, OPHI launches its updated figures of acute multidimensional poverty, the Global MPI. These launches usually get attention from the media and from academic and NGO audiences. These launches also feature analysis of the updated data, including trends in poverty levels over time and disaggregations by age or other population sub-groups. In 2018, we launched a revised version of the Global MPI, in partnership with UNDP. This launch was held in the sidelines of the UN General Assembly and generated over 350 media mentions for an estimated audience of 740 million people (according to UNDP's communications team).
Year(s) Of Engagement Activity 2010,2011,2012,2013,2014,2015,2016,2017,2018
URL http://ophi.org.uk/multidimensional-poverty-index/global-mpi-2018/
 
Description Impact Evaluation Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Study participants or study members
Results and Impact 14 papers on using a multidimensional framework for impact evaluation of poverty reduction programmes with multidimensional outcomes were presented to an audience of 30 researchers, postgraduate students, and practitioners at a 2.5 day research workshop. Leading academics provided feedback to presenters. The workshop concluded with a panel on policy implications of the research findings. The papers will be published as OPHI Working Papers and submitted to highly ranked academic journals.
Year(s) Of Engagement Activity 2018
URL http://ophi.org.uk/ophi_events/workshop-will-discuss-multidimensional-impact-of-social-protection-sc...
 
Description MPPN Annual Meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact The Multidimensional Poverty Peer Network has over 50 participating countries, with OPHI as its Secretariat. The Network holds a high-level annual meeting, with representatives including Heads of State and Ministers. This provides a forum for discussion of policy-relevant research findings with an engaged audience of policymakers and practitioners. These meetings have been held in: Oxford (2013), Berlin (2014), Cartagena (2015), Acapulco (2016), Beijing (2017), Johannesburg (2018), and Seychelles (2019).
Year(s) Of Engagement Activity 2013,2014,2015,2016,2017,2018,2019
URL http://ophi.org.uk/ophi_stories/5th-mppn-meeting-commences/
 
Description OPHI Seminar Series 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact Each week, for two academic terms (16 weeks), OPHI hosts a lunchtime seminar at the Oxford Department of International Development to feature the new and in-progress research of its researchers and other researchers working on related topics. The audiences range from 10-50 people each week and include professors, postgraduate students, undergraduate students, NGO staff, and other members of the public interested in issues of multidimensional poverty and measurement.
Year(s) Of Engagement Activity 2014,2015,2016,2017,2018,2019
URL http://ophi.org.uk/courses-events/events/
 
Description OPHI Side Event at March UN Statistical Commission 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact We hold an annual special High-Level Side Event at the UN Statistical Commission in New York. The event highlights the Multidimensional Poverty Index (MPI) as a tool that can measure poverty in its many dimensions, track progress in the SDGs according to national definitions, and focus on inter-linkages across SDGs and integrated policies. Heads of National Statistical Offices and UN agencies speak about their experiences.
Year(s) Of Engagement Activity 2016,2017,2018,2019
URL https://www.mppn.org/un-statistical-commission-50th-session-mppn-side-event-2019/
 
Description Peru workshop on multidimensional poverty measurement 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The OPHI Director and two OPHI staff presented at a workshop on multidimensional poverty measurement in Peru from 1 - 3 March 2016. The workshop was supported by the World Bank and included participants from the national statistical office and national poverty commission.
Year(s) Of Engagement Activity 2016
URL https://www.inei.gob.pe/prensa/noticias/se-realizo-taller-de-medicion-de-la-pobreza-multidimensional...
 
Description Policy Briefing Series 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact A new series of policy briefings provides more in-depth analysis of case studies of using a multidimensional poverty index to guide poverty reduction policies. Four policy briefings have been published so far, highlighting institution building in Mexico, governance strategies in Colombia, participatory methods in El Salvador, and communicating results with the public in Colombia.
Year(s) Of Engagement Activity 2017,2018,2019
URL https://www.mppn.org/resources-en/briefings-and-surveys/
 
Description Publication of Dimensions Magazine 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Publication and circulation of Dimensions (Dimensiones in Spanish-language version) magazine providing examples of design and use of multidimensional poverty measures, as well as research findings. Aimed at both policymakers and practicing statisticians, the magazine currently has five issues published, plus a special edition.
Year(s) Of Engagement Activity 2016,2017,2018,2019
URL https://www.mppn.org/dimensions/editions/
 
Description Side Event at OAS General Assembly 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact With support from the Government of Mexico, OPHI hosted a side event at the General Assembly of the Organization of American States (OAS) entitled "Multidimensional Poverty Measurement as a Tool for Leaving No One Behind". Speakers included Ministers from Mexico, Costa Rica, and Guatemala. In part as a result of this engagement, the OAS member states endorsed the MPI as a tool to measure poverty in the Americas.
Year(s) Of Engagement Activity 2017
URL http://ophi.org.uk/ophi_stories/mppn-and-ophi-help-organize-a-side-event-in-oas-general-assembly/
 
Description Special Side Event at the UN General Assembly 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact With a country mission to the UN, we host an annual special high-level side event at the UN General Assembly. These events have audiences of up to 200 people and feature speakers such as Heads of State, Ministers, and Heads of international agencies. They show the importance of embedding a multidimensional measure of poverty within the SDG framework to energise a coordinated, effective and multi-sectoral attack on poverty in all its dimensions.
Year(s) Of Engagement Activity 2014,2015,2016,2017,2018,2019
URL https://www.mppn.org/unga2018/