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Paschal Donohoe Human Capital Hub HCI Mamta Murthi
During the 2026 Spring Meetings, Managing Director and Chief Knowledge Officer, Paschal Donohoe, explores the latest human capital data with Mamta Murthi, Vice President for the People Vice Presidency. The Human Capital Index Plus is a new tool that helps countries compare progress, identify gaps, and use evidence to benchmark and strengthen investments in health, education, skills, and work.
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STORY HIGHLIGHTS

  • The Human Capital Index Plus (HCI+) shows how health, education, employment, and on-the-job learning shape future productivity and earnings.
  • At the World Bank Group Spring Meetings, the Human Capital Hub gave visitors a hands-on way to explore country data, compare peers, and see where progress is possible.
  • Income does not determine destiny. Countries such as Rwanda, Peru, Kenya, the Kyrgyz Republic, and Viet Nam are delivering human capital outcomes far above their income levels.
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Across low- and middle-income countries,

deficits in nutrition, education, and employment are eroding human potential, costing them more than half their future lifetime earnings

. Half of women remain outside the workforce. One in five young people is neither in school nor in work, losing the formative years when skills are built and career paths take shape. Meanwhile, 7 in 10 workers receive no on-the-job training, depriving them of the continuous learning needed to advance their human capital. The window for action is now as 2 in 3 low- and middle-income countries are moving in the wrong direction on at least one key human capital dimension.

Policymakers face an additional challenge: the returns on investments in people often take years, sometimes decades, to materialize, which can weaken the incentives to act with urgency.

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Download the Report: Building Human Capital Where it Matters
The Human Capital Index Plus (HCI+) was built to address this. It provides a clear, comparable measure of how investments in people translate into future productivity. It shows how much human capital a child born today can expect to accumulate from birth through working age, based on the health, education, and employment conditions in the country where they live.
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00:01 Children born today

00:02 will shape tomorrow.

00:05 They hold the world's greatest promise.

00:09 Fulfilling this promise requires investment.

00:14 Every child is born with a unique capacity to learn and thrive to shape their future

00:19 and the future of the country they live in.

00:23 External factors like healthcare quality,

00:26 access and learning,

00:27 and work opportunities are crucial

00:29 to whether this capacity is fully realized.

00:33 The World Bank's HCI plus measures what they achieve,

00:36 given the health,

00:37 education,

00:38 and work conditions in a country.

00:41 And what's lost when they do not.

00:44 HCI plus is a powerful tool for measuring how close countries are

00:49 to empowering every single child to live a full,

00:52 productive life

00:53 and for identifying where improvements are needed.

00:58 Human capital is the sum of people's knowledge,

01:00 skills,

01:01 health,

01:01 personal attributes,

01:03 and on the job learning acquired over a lifetime.

01:07 It drives productivity.

01:10 Innovation

01:12 And the creation of better lives.

01:16 The HCI Plus tracks education,

01:18 health and work experience across people's lifetimes.

01:23 It sheds light on what happens as investment in each of these

01:26 areas makes people more productive and helps create more and better jobs,

01:31 improving individual lives and strengthening national economies.

01:38 The Human Capital Index was introduced in 2018.

01:42 It focused on children and adolescents up to age 18.

01:46 The aim is to help countries assess their

01:48 progress in nurturing the next generation of workers.

01:53 But the acquisition of human capital doesn't stop when school years end.

01:58 Good health continues to contribute to productivity in adulthood,

02:02 and people continue to gain knowledge

02:04 and learn new skills on the job.

02:08 To align with this,

02:09 the Human Capital Index Plus has expanded the research lens.

02:14 It examines development beyond adolescence

02:17 into young adulthood

02:18 and through the working years.

02:21 To understand the power of the HCI Plus and its utility,

02:25 let's look at how it works.

02:28 HCI plus captures human capital formation in three pillars,

02:31 health and nutrition,

02:33 education,

02:33 and on the job learning.

02:35 For each of these pillars,

02:37 the HCI plus measures key indicators carefully selected

02:41 to reflect human capital accumulation in these areas

02:44 with established links to future productivity.

02:49 The scores for each pillar are added together to

02:51 produce a country's human capital index plus score.

02:56 This means that shortfalls in any area,

03:00 deficiencies in early nutrition

03:02 or access to schooling,

03:03 for example,

03:04 can hold back the scores.

03:07 Conversely,

03:07 even small improvements at one stage can add up to significant lifetime gains.

03:13 HCI + scores range between 0 and 325,

03:17 where higher scores mean that more human capital is being built.

03:21 A child born in a country with a score of 150

03:25 reflects its investments in health,

03:27 education,

03:28 and workforce participation.

03:31 With a theoretical maximum of 325,

03:34 there is opportunity for further improvement of 175 points.

03:38 Each 10 point increase,

03:40 achievable through targeted policy reforms,

03:43 translates to roughly 10% higher future earnings.

03:47 So why does the HCI plus matter?

03:50 It helps countries measure human potential across all life

03:53 stages and demonstrates how gains and gaps in health,

03:58 education,

03:58 and employment

03:59 compound for better or worse over time.

04:03 It makes the economic cost of lost potential visible.

04:07 Likewise,

04:08 the economic benefit of investing to develop it.

04:13 The HCI Plus app offers a practical,

04:15 hands-on way to analyze and compare human capital data in real time.

04:21 It empowers policymakers and partners to

04:24 transform information into effective action.

04:28 To make the important insights it provides easily accessible,

04:31 the HCI plus tool offers a practical,

04:34 hands-on way to analyze and compare human capital data in real time.

04:41 It has 3 main sections,

04:42 intro,

04:43 insights,

04:44 and dashboard.

04:46 The intro section provides a clear overview of its purpose and how it can be used.

04:51 It also serves as a guide,

04:53 ensuring that users can make the most of their experience.

04:57 At the heart of the tool is the insights section,

05:00 which offers rich visualization and analysis.

05:05 This section helps uncover trends and

05:07 inequalities that are not immediately obvious,

05:09 but can be vital to policymaking and investment decisions.

05:14 Finally,

05:15 the dashboard section lets users bring everything together in a personalized view

05:19 to tailor the tool to effectively meet their individual needs and objectives.

05:25 To see how this would work in real life,

05:27 let's explore what the HCI plus reveals for Bangladesh.

05:32 The user searches for Bangladesh on the app.

05:36 The insights dashboard displays Bangladesh's Human

05:39 Capital index plus score of 142.

05:42 With a theoretical maximum of 325,

05:45 there is opportunity for further improvement of 183 points.

05:51 Scatter plot display enables

05:53 users to understand how Bangladesh's score compares globally,

05:57 regionally,

05:58 and with aspirational peers.

06:01 In the dashboard view,

06:02 users can directly compare two countries,

06:05 in this case,

06:06 Bangladesh and the Philippines.

06:08 Using simple drop-down selectors at the top,

06:11 various chart types can be accessed using a horizontal control bar just below.

06:16 Users can also filter results by gender.

06:20 The HCI Plus app is a useful tool for policymakers and development partners

06:25 who need real-time evidence to highlight gaps in human capital

06:29 and compare outcomes across countries.

06:33 Easily accessible from desktop or mobile,

06:35 it enables officials and experts to bring data-driven

06:38 analysis to critically important decision making and advocacy.

06:43 We invite you to make use of the HCI

06:46 Plus app to identify opportunities to maximize human potential

06:50 and gain insights into how to make the most of them.

06:54 Let's nurture each new child,

06:56 invest in the health,

06:57 education and work opportunities of every person,

07:00 and unlock greater prosperity for all.

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transcript
Children born today will shape tomorrow. They hold the world's greatest promise. Fulfilling this promise requires investment. Every child is born with a unique capacity to learn and thrive to shape their future and the future of the country they live in. External factors like healthcare quality, access and learning, and work opportunities are crucial to whether this capacity is fully realized. The World Bank's HCI plus measures what they achieve, given the health, education, and work conditions in a country. And what's lost when they do not. HCI plus is a powerful tool for measuring how close countries are to empowering every single child to live a full, productive life and for identifying where improvements are needed. Human capital is the sum of people's knowledge, skills, health, personal attributes, and on the job learning acquired over a lifetime. It drives productivity. Innovation And the creation of better lives. The HCI Plus tracks education, health and work experience across people's lifetimes. It sheds light on what happens as investment in each of these areas makes people more productive and helps create more and better jobs, improving individual lives and strengthening national economies. The Human Capital Index was introduced in 2018. It focused on children and adolescents up to age 18. The aim is to help countries assess their progress in nurturing the next generation of workers. But the acquisition of human capital doesn't stop when school years end. Good health continues to contribute to productivity in adulthood, and people continue to gain knowledge and learn new skills on the job. To align with this, the Human Capital Index Plus has expanded the research lens. It examines development beyond adolescence into young adulthood and through the working years. To understand the power of the HCI Plus and its utility, let's look at how it works. HCI plus captures human capital formation in three pillars, health and nutrition, education, and on the job learning. For each of these pillars, the HCI plus measures key indicators carefully selected to reflect human capital accumulation in these areas with established links to future productivity. The scores for each pillar are added together to produce a country's human capital index plus score. This means that shortfalls in any area, deficiencies in early nutrition or access to schooling, for example, can hold back the scores. Conversely, even small improvements at one stage can add up to significant lifetime gains. HCI + scores range between 0 and 325, where higher scores mean that more human capital is being built. A child born in a country with a score of 150 reflects its investments in health, education, and workforce participation. With a theoretical maximum of 325, there is opportunity for further improvement of 175 points. Each 10 point increase, achievable through targeted policy reforms, translates to roughly 10% higher future earnings. So why does the HCI plus matter? It helps countries measure human potential across all life stages and demonstrates how gains and gaps in health, education, and employment compound for better or worse over time. It makes the economic cost of lost potential visible. Likewise, the economic benefit of investing to develop it. The HCI Plus app offers a practical, hands-on way to analyze and compare human capital data in real time. It empowers policymakers and partners to transform information into effective action. To make the important insights it provides easily accessible, the HCI plus tool offers a practical, hands-on way to analyze and compare human capital data in real time. It has 3 main sections, intro, insights, and dashboard. The intro section provides a clear overview of its purpose and how it can be used. It also serves as a guide, ensuring that users can make the most of their experience. At the heart of the tool is the insights section, which offers rich visualization and analysis. This section helps uncover trends and inequalities that are not immediately obvious, but can be vital to policymaking and investment decisions. Finally, the dashboard section lets users bring everything together in a personalized view to tailor the tool to effectively meet their individual needs and objectives. To see how this would work in real life, let's explore what the HCI plus reveals for Bangladesh. The user searches for Bangladesh on the app. The insights dashboard displays Bangladesh's Human Capital index plus score of 142. With a theoretical maximum of 325, there is opportunity for further improvement of 183 points. Scatter plot display enables users to understand how Bangladesh's score compares globally, regionally, and with aspirational peers. In the dashboard view, users can directly compare two countries, in this case, Bangladesh and the Philippines. Using simple drop-down selectors at the top, various chart types can be accessed using a horizontal control bar just below. Users can also filter results by gender. The HCI Plus app is a useful tool for policymakers and development partners who need real-time evidence to highlight gaps in human capital and compare outcomes across countries. Easily accessible from desktop or mobile, it enables officials and experts to bring data-driven analysis to critically important decision making and advocacy. We invite you to make use of the HCI Plus app to identify opportunities to maximize human potential and gain insights into how to make the most of them. Let's nurture each new child, invest in the health, education and work opportunities of every person, and unlock greater prosperity for all.
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For government and development partners, this matters. The HCI+ connects investments in people to productivity and earnings, helping countries see not only where gaps remain, but what those gaps may mean for jobs, growth, and long-term development. It helps users ask: where are the gaps, who is most affected, how does a country compare with peers at similar income levels, and what kinds of investments could help close those gaps? The app includes country profiles, gender-disaggregated scores, benchmarking tools, simulations, methodology documentation, and downloadable data, giving policymakers a practical toolkit to inform dialogue and decisions.
At the World Bank Group Spring Meetings, the Human Capital Hub brought that potential to life. Visitors could look up a country’s human capital score, compare it with regional or income-level peers, and see what is driving the gaps. They could explore how improvements in nutrition, schooling, employment, or labor force participation might affect future earnings. They could move, in a few minutes, from a broad development concern to a more specific conversation about people, productivity, and opportunity.
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Explore the HCI+ country simulation dashboard >>
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00:03 So we have data for 160 countries.

00:05 We're

00:06 showcasing a new tool.

00:08 What if Rwanda

00:09 increased school quality

00:11 by 10 points,

00:12 the human capital index plus.

00:15 How much would that increase economic growth?

00:18 What would Burkina's score be if it had the same level of affected years of schooling

00:24 as Uganda?

00:25 You can break down the gap health,

00:28 education,

00:28 and then employment.

00:29 This intervention alone could boost earnings potential by about 15%.

00:35 5 countries that we are going to recognize

00:38 are,

00:38 you can say,

00:39 OK,

00:39 what are the kinds of policies that would reduce stunting dramatically?

00:43 What have countries done?

00:44 Jamaica.

00:45 1 point is 1% higher future earnings.

00:48 Kenya,

00:49 congratulations on being one of our top improvers.

00:53 Future earnings

00:54 for a child born today could be improved by almost 24%.

00:59 The Kyrgyz Republic.

01:01 Rwanda is actually one of the highest performers for its level of GDP per capita.

01:06 Rwanda

01:07 and Vietnam.

01:12 Thank you very much.

01:13 Thank you.

01:14 It's also critical for economic growth.

01:17 If you look at the differences between

01:19 the poorest countries and the richest countries,

01:21 human capital alone can explain about 2/3 of the differences between

01:26 these countries.

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So we have data for 160 countries. We're showcasing a new tool. What if Rwanda increased school quality by 10 points, the human capital index plus. How much would that increase economic growth? What would Burkina's score be if it had the same level of affected years of schooling as Uganda? You can break down the gap health, education, and then employment. This intervention alone could boost earnings potential by about 15%. 5 countries that we are going to recognize are, you can say, OK, what are the kinds of policies that would reduce stunting dramatically? What have countries done? Jamaica. 1 point is 1% higher future earnings. Kenya, congratulations on being one of our top improvers. Future earnings for a child born today could be improved by almost 24%. The Kyrgyz Republic. Rwanda is actually one of the highest performers for its level of GDP per capita. Rwanda and Vietnam. Thank you very much. Thank you. It's also critical for economic growth. If you look at the differences between the poorest countries and the richest countries, human capital alone can explain about 2/3 of the differences between these countries.
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Live demonstrations, interactive data screens, QR cards, country comparisons and presentations, helped visitors explore the app for themselves. For some, the entry point was a country. For others, it was gender, jobs, education, health, or the question of why countries with similar income levels can have very different human capital outcomes. A country celebration showed another side of the story. It highlighted countries with strong performance for their income level: Jamaica, Kenya, Kyrgyz Republic, Rwanda, Viet Nam.

Their progress took different forms. Kenya’s gains included a 16% reduction in stunting and significant advances in tertiary education. Rwanda improved health and on-the-job learning since 2010, while scoring above average in education. Viet Nam performed well on learning outcomes and saw large improvements in wage employment. The Kyrgyz Republic showed strong progress in education, including tertiary completion. Jamaica stood out for on-the-job learning and a 6 percentage points increase in tertiary completion over the past decade. Their achievements prove that smart, integrated policy matters more than resources alone. It highlights where human capital is built – in homes, in neighborhoods, and in workplaces.

Explore the Human Capital Index Plus (HCI+) to compare countries, identify gaps, run simulations, and see how investing in people can support jobs, growth, resilience, and opportunity.

The tool is mobile-friendly and can be added to your phone or tablet by tapping the "share" icon from your browser's URL bar and selecting “Add to Home Screen.”

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HCI+
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