
The Human Development Index (HDI) is a statistic composite index of
life expectancy
Life expectancy is a statistical measure of the average time an organism is expected to live, based on the year of its birth, current age, and other demographic factors like sex. The most commonly used measure is life expectancy at birth ...
,
education
Education is a purposeful activity directed at achieving certain aims, such as transmitting knowledge or fostering skills and character traits. These aims may include the development of understanding, rationality, kindness, and honesty. ...
(mean years of schooling completed and expected years of schooling upon entering the
education system), and
per capita income
Per capita income (PCI) or total income measures the average income earned per person in a given area (city, region, country, etc.) in a specified year. It is calculated by dividing the area's total income by its total population.
Per capita i ...
indicators, which is used to rank countries into four tiers of
human development Human development may refer to:
* Development of the human body
* Developmental psychology
* Human development (economics)
* Human Development Index, an index used to rank countries by level of human development
* Human evolution, the prehistoric ...
. A country scores a higher level of HDI when the
lifespan is higher, the
education
Education is a purposeful activity directed at achieving certain aims, such as transmitting knowledge or fostering skills and character traits. These aims may include the development of understanding, rationality, kindness, and honesty. ...
level is higher, and the gross national income
GNI (PPP) per capita is higher. It was developed by Pakistani economist
Mahbub ul Haq
Mahbub ul Haq ( ur, ; ) was a Pakistani economist, international development theorist, and politician who served as the Minister of Finance of Pakistan from 10 April 1985 to 28 January 1986, and again from June to December 1988 as a caret ...
and was further used to measure a country's development by the United Nations Development Programme (
UNDP
The United Nations Development Programme (UNDP)french: Programme des Nations unies pour le développement, PNUD is a United Nations agency tasked with helping countries eliminate poverty and achieve sustainable economic growth and human de ...
)'s Human Development Report Office.
The 2010
Human Development Report
The Human Development Report (HDR) is an annual Human Development Index report published by the Human Development Report Office of the United Nations Development Programme (UNDP).
The first HDR was launched in 1990 by the Pakistani economist ...
introduced an
Inequality-adjusted Human Development Index (IHDI). While the simple HDI remains useful, it stated that "the IHDI is the actual level of human development (accounting for
inequality), while the HDI can be viewed as an index of 'potential' human development (or the maximum level of HDI) that could be achieved if there were no inequality."
The index is based on the human development approach, developed by
Mahbub ul Haq
Mahbub ul Haq ( ur, ; ) was a Pakistani economist, international development theorist, and politician who served as the Minister of Finance of Pakistan from 10 April 1985 to 28 January 1986, and again from June to December 1988 as a caret ...
, anchored in
Amartya Sen's work on human capabilities, often framed in terms of whether people are able to "be" and "do" desirable things in life. Examples include – being: well fed, sheltered, healthy; doing: work, education, voting, participating in community life. The freedom of choice is central – someone choosing to be hungry (e.g. when
fasting
Fasting is the abstention from eating and sometimes drinking. From a purely physiological context, "fasting" may refer to the metabolic status of a person who has not eaten overnight (see " Breakfast"), or to the metabolic state achieved after co ...
for religious reasons) is quite different from someone who is hungry because they cannot afford to buy food, or because the country is in a
famine
A famine is a widespread scarcity of food, caused by several factors including war, natural disasters, crop failure, population imbalance, widespread poverty, an economic catastrophe or government policies. This phenomenon is usually accom ...
.
The index does not take into account several factors, such as the
net wealth per capita or the relative
quality of goods in a country. This situation tends to lower the ranking for some of the most advanced countries, such as the
G7 members and others.
Origins
The origins of the HDI are found in the annual Human Development Reports produced by the Human Development Report Office of the
United Nations Development Programme
The United Nations Development Programme (UNDP)french: Programme des Nations unies pour le développement, PNUD is a United Nations agency tasked with helping countries eliminate poverty and achieve sustainable economic growth and human dev ...
(UNDP). These were devised and launched by Pakistani economist
Mahbub ul Haq
Mahbub ul Haq ( ur, ; ) was a Pakistani economist, international development theorist, and politician who served as the Minister of Finance of Pakistan from 10 April 1985 to 28 January 1986, and again from June to December 1988 as a caret ...
in 1990, and had the explicit purpose "to shift the focus of development economics from
national income
A variety of measures of national income and output are used in economics to estimate total economic activity in a country or region, including gross domestic product (GDP), gross national product (GNP), net national income (NNI), and adjusted nat ...
accounting to
people-centered policies". Haq believed that a simple composite measure of human development was needed to convince the public, academics, and politicians that they can and should evaluate development not only by economic advances but also improvements in human
well-being
Well-being, or wellbeing, also known as wellness, prudential value or quality of life, refers to what is intrinsically valuable relative ''to'' someone. So the well-being of a person is what is ultimately good ''for'' this person, what is in t ...
.
Dimensions and calculation
New method (2010 HDI onwards)
Published on 4 November 2010 (and updated on 10 June 2011), the 2010 Human Development Report calculated the HDI combining three dimensions:
* A long and healthy life:
Life expectancy at birth
Life is a quality that distinguishes matter that has biological processes, such as signaling and self-sustaining processes, from that which does not, and is defined by the capacity for growth, reaction to stimuli, metabolism, energy t ...
*
Education
Education is a purposeful activity directed at achieving certain aims, such as transmitting knowledge or fostering skills and character traits. These aims may include the development of understanding, rationality, kindness, and honesty. ...
: Mean years of schooling and expected years of schooling
* A decent standard of living:
GNI per capita (
PPP international dollar
The international dollar (int'l dollar or intl dollar, symbols Int'l$., Intl$., Int$), also known as Geary–Khamis dollar (symbols G-K$ or GK$), is a hypothetical unit of currency that has the same purchasing power parity that the U.S. dollar ...
s)
In its 2010 Human Development Report, the UNDP began using a new method of calculating the HDI. The following three indices are used:
1. Life Expectancy Index (LEI)
::LEI is equal to 1 when
life expectancy at birth
Life is a quality that distinguishes matter that has biological processes, such as signaling and self-sustaining processes, from that which does not, and is defined by the capacity for growth, reaction to stimuli, metabolism, energy t ...
is 85 years, and 0 when life expectancy at birth is 20 years.
2.
Education Index
An Education index is a component of the Human Development Index published every year by the United Nations Development Programme. Alongside the Economical indicators and Life Expectancy Index, it helps measure the educational attainment, GNI ...
(EI)
:2.1 Mean Years of Schooling Index (MYSI)
:: Fifteen is the projected maximum of this indicator for 2025.
:2.2 Expected Years of Schooling Index (EYSI)
:: Eighteen is equivalent to achieving a
master's degree
A master's degree (from Latin ) is an academic degree awarded by universities or colleges upon completion of a course of study demonstrating mastery or a high-order overview of a specific field of study or area of professional practice. in most countries.
3. Income Index (II)
::II is 1 when GNI per capita is $75,000 and 0 when GNI per capita is $100.
Finally, the HDI is the
geometric mean
In mathematics, the geometric mean is a mean or average which indicates a central tendency of a set of numbers by using the product of their values (as opposed to the arithmetic mean which uses their sum). The geometric mean is defined as the ...
of the previous three normalized indices:
LE: Life expectancy at birth
Life is a quality that distinguishes matter that has biological processes, such as signaling and self-sustaining processes, from that which does not, and is defined by the capacity for growth, reaction to stimuli, metabolism, energy t ...
MYS: Mean years of schooling (i.e. years that a person aged 25 or older has spent in formal education)
EYS: Expected years of schooling (i.e. total expected years of schooling for children under 18 years of age)
GNIpc: Gross national income at purchasing power parity per capita
Old method (HDI before 2010)
The HDI combined three dimensions last used in its 2009 report:
*
Life expectancy
Life expectancy is a statistical measure of the average time an organism is expected to live, based on the year of its birth, current age, and other demographic factors like sex. The most commonly used measure is life expectancy at birth ...
at birth, as an index of population health and longevity to HDI
* Knowledge and education, as measured by the adult
literacy
Literacy in its broadest sense describes "particular ways of thinking about and doing reading and writing" with the purpose of understanding or expressing thoughts or ideas in written form in some specific context of use. In other words, hum ...
rate (with two-thirds weighting) and the combined primary, secondary, and tertiary
gross enrollment ratio (with one-third weighting).
*
Standard of living
Standard of living is the level of income, comforts and services available, generally applied to a society or location, rather than to an individual. Standard of living is relevant because it is considered to contribute to an individual's quality ...
, as indicated by the
natural logarithm
The natural logarithm of a number is its logarithm to the base of the mathematical constant , which is an irrational and transcendental number approximately equal to . The natural logarithm of is generally written as , , or sometimes, if ...
of
gross domestic product
Gross domestic product (GDP) is a money, monetary Measurement in economics, measure of the market value of all the final goods and services produced and sold (not resold) in a specific time period by countries. Due to its complex and subjec ...
per capita
''Per capita'' is a Latin phrase literally meaning "by heads" or "for each head", and idiomatically used to mean "per person". The term is used in a wide variety of social sciences and statistical research contexts, including government statistic ...
at
purchasing power parity
Purchasing power parity (PPP) is the measurement of prices in different countries that uses the prices of specific goods to compare the absolute purchasing power of the countries' currencies. PPP is effectively the ratio of the price of a baske ...
.

This methodology was used by the UNDP until their 2011 report.
The formula defining the HDI is promulgated by the United Nations Development Programme (
UNDP
The United Nations Development Programme (UNDP)french: Programme des Nations unies pour le développement, PNUD is a United Nations agency tasked with helping countries eliminate poverty and achieve sustainable economic growth and human de ...
). In general, to transform a raw
variable, say
, into a unit-free
index
Index (or its plural form indices) may refer to:
Arts, entertainment, and media Fictional entities
* Index (''A Certain Magical Index''), a character in the light novel series ''A Certain Magical Index''
* The Index, an item on a Halo megastru ...
between 0 and 1 (which allows different indices to be added together), the following
formula is used:
*
where
and
are the
lowest and highest values the variable
can attain, respectively.
The Human Development Index (HDI) then represents the uniformly weighted sum with contributed by each of the following factor indices:
*
Life Expectancy Index
The Human Development Index (HDI) is a statistic composite index of life expectancy, education (mean years of schooling completed and expected years of schooling upon entering the education system), and per capita income indicators, whi ...
=
*
Education Index
An Education index is a component of the Human Development Index published every year by the United Nations Development Programme. Alongside the Economical indicators and Life Expectancy Index, it helps measure the educational attainment, GNI ...
=
**
Adult Literacy Index
The Adult Literacy Index (ALI) is a statistical measure used to determine how many adults can read and write in a certain area or nation. Adult literacy is one of the factors in measuring the Human Development Index (HDI) of each nation, along w ...
(ALI) =
**
Gross Enrollment Index (GEI) =
*
GDP =
2021 Human Development Index (2022 report)

The Human Development Report 2022 by the
United Nations Development Programme
The United Nations Development Programme (UNDP)french: Programme des Nations unies pour le développement, PNUD is a United Nations agency tasked with helping countries eliminate poverty and achieve sustainable economic growth and human dev ...
was released on 8 September 2022 and calculates HDI values based on data collected in 2021.
The following countries ranked from 1 to 66 in the year 2021 are considered to be of "very high human development":
Past top countries
The list below displays the top-ranked country from each year of the Human Development Index. Norway has been ranked the highest sixteen times, Canada eight times, Japan and Iceland twice and Switzerland once.
In each original HDI
The year represents the time period from which the statistics for the index were derived. In parentheses is the year when the report was published.
Geographical coverage
The HDI has extended its geographical coverage: David Hastings, of the
, published a report geographically extending the HDI to 230+ economies, whereas the UNDP HDI for 2009 enumerates 182 economies and coverage for the 2010 HDI dropped to 169 countries.
Country/region specific HDI lists
*
African countries
*
Argentinean provinces
*
Australian states
*
Austrian states
Austria is a federal republic made up of nine States (German: ''Länder''). Since ''Land'' is also the German word for "country", the term (literally ''federal states'') is often used instead to avoid ambiguity. The Constitution of Austria uses ...
*
Baltic Regions
*
Belgian provinces
The Kingdom of Belgium is divided into three regions. Two of these regions, Flanders and Wallonia, are each subdivided into five provinces. The third region, Brussels, does not belong to any province and nor is it subdivided into provinces. Inst ...
*
Bolivian departments
*
Bosnia and Herzegovina regions
*
Brazilian states
*
Canadian provinces and territories
*
Chilean regions
*
Chinese administrative divisions
*
Colombian departments
Colombia is a unitary republic made up of thirty-two departments ( Spanish: ''departamentos'', sing. ''departamento'') and a Capital District ('' Distrito Capital''). Each department has a governor (''gobernador'') and an Assembly (''Asamblea ...
*
Croatian counties
*
Danish regions
*
Dutch provinces
There are twelve provinces of the Netherlands (), representing the administrative layer between the national government and the local municipalities, with responsibility for matters of subnational or regional importance.
The most populous provi ...
*
Ethiopian regions
*
European countries
The list below includes all entities falling even partially under any of the regions of Europe, various common definitions of Europe, geographical or political. Fifty generally recognised sovereign states, Kosovo with limited, but substantial, ...
*
French regions
*
German states
*
Greek regions
*
Indian states
India is a federal union comprising 28 states and 8 union territories, with a total of 36 entities. The states and union territories are further subdivided into districts and smaller administrative divisions.
History
Pre-indep ...
*
Tamil Nadu districts (India)
*
Indonesian provinces
*
Iranian provinces
*
Iraqi governorates
*
Italian regions
*
Japanese prefectures
*
Latin American countries
Latin (, or , ) is a classical language belonging to the Italic branch of the Indo-European languages. Latin was originally a dialect spoken in the lower Tiber area (then known as Latium) around present-day Rome, but through the power of the ...
*
Malaysian states
*
Mexican states
*
New Zealand regions
*
Nigerian states
*
Pakistani administrative units
*
Philippine provinces
*
Palestinian regions
*
Polish voivodeships
*
Russian federal subjects
The federal subjects of Russia, also referred to as the subjects of the Russian Federation (russian: субъекты Российской Федерации, subyekty Rossiyskoy Federatsii) or simply as the subjects of the federation (russian ...
*
South African provinces
*
South Korean regions
*
Spanish communities
*
Swedish regions
*
Swiss regions
*
Thai regions
*
UK regions
*
U.S. states (
American Human Development Report (AHDR))
*
Venezuelan states
*
Vietnamese regions
Criticism

The Human Development Index has been criticized on a number of grounds, including alleged lack of consideration of technological development or contributions to the human civilization, focusing exclusively on national performance and ranking, lack of attention to development from a global perspective, measurement error of the underlying statistics, and on the UNDP's changes in formula which can lead to severe misclassification in the categorisation of "low", "medium", "high" or "very high" human development countries.
Sources of data error
Economists Hendrik Wolff, Howard Chong and
Maximilian Auffhammer
Maximilian Auffhammer (born 1973) is a UC-Berkeley based environmental economist who has produced some important forecasts of Chinese carbon dioxide releases. Auffhammer is an associate professor with a joint appointment in International Area Stu ...
discuss the HDI from the perspective of data error in the underlying health, education and income statistics used to construct the HDI. They identified three sources of data error which are due to (i) data updating, (ii) formula revisions and (iii) thresholds to classify a country's development status and conclude that 11%, 21% and 34% of all countries can be interpreted as currently misclassified in the development bins due to the three sources of data error, respectively. The authors suggest that the United Nations should discontinue the practice of classifying countries into development bins because: the cut-off values seem arbitrary, can provide incentives for strategic behavior in reporting official statistics, and have the potential to misguide politicians, investors, charity donors and the public who use the HDI at large.
In 2010, the UNDP reacted to the criticism and updated the thresholds to classify nations as low, medium, and high human development countries. In a comment to ''
The Economist
''The Economist'' is a British weekly newspaper printed in demitab format and published digitally. It focuses on current affairs, international business, politics, technology, and culture. Based in London, the newspaper is owned by The Econ ...
'' in early January 2011, the Human Development Report Office responded to a 6 January 2011 article in the magazine
which discusses the Wolff ''et al.'' paper. The Human Development Report Office states that they undertook a systematic revision of the methods used for the calculation of the HDI, and that the new methodology directly addresses the critique by Wolff ''et al.'' in that it generates a system for continuously updating the human-development categories whenever formula or data revisions take place.
In 2013, Salvatore Monni and Alessandro Spaventa emphasized that in the debate of GDP versus HDI, it is often forgotten that these are both external indicators that prioritize different benchmarks upon which the quantification of societal welfare can be predicated. The larger question is whether it is possible to shift the focus of policy from a battle between competing paradigms to a mechanism for eliciting information on well-being directly from the population.
See also
Indices
*
Bhutan GNH Index
*
Broad measures of economic progress
*
Corruption Perceptions Index
The Corruption Perceptions Index (CPI) is an index which ranks countries "by their perceived levels of public sector corruption, as determined by expert assessments and opinion surveys." The CPI generally defines corruption as an "abuse of entru ...
*
Democracy Index
The ''Democracy Index'' is an index compiled by the Economist Intelligence Unit (EIU), the research division of the Economist Group, a UK-based private company which publishes the weekly newspaper ''The Economist''. Akin to a Human Development ...
*
Fragile States Index
*
Gender Inequality Index
The Gender Inequality Index (GII) is an index for measurement of gender disparity that was introduced in the 2010 Human Development Report 20th anniversary edition by the United Nations Development Programme (UNDP). According to the UNDP, this inde ...
*
Gender-related Development Index The Gender Development Index (GDI) is an index designed to measure gender equality.
GDI, together with the Gender Empowerment Measure (GEM), was introduced in 1995 in the Human Development Report written by the United Nations Development Program. ...
*
Genuine Progress Indicator (GPI)
*
Global Peace Index
Global Peace Index (GPI) is a report produced by the Institute for Economics & Peace (IEP) which measures the relative position of nations' and regions' peacefulness. The GPI ranks 163 independent states and territories (collectively accounting ...
(GPI)
*
Green gross domestic product (Green GDP)
*
Green national product
*
Gross domestic product
Gross domestic product (GDP) is a money, monetary Measurement in economics, measure of the market value of all the final goods and services produced and sold (not resold) in a specific time period by countries. Due to its complex and subjec ...
*
Gross National Well-being (GNW)
*
Happy Planet Index
The Happy Planet Index (HPI) is an index of human well-being and environmental impact that was introduced by the New Economics Foundation in 2006. Each country's HPI value is a function of its average subjective life satisfaction, life expectanc ...
(HPI)
*
Human Poverty Index
The Human Poverty Index (HPI) was an indication of the poverty of community in a country, developed by the United Nations to complement the Human Development Index (HDI) and was first reported as part of the Human Deprivation Report in 1997. It i ...
*
Inequality-adjusted Human Development Index (IHDI)
*
Legatum Prosperity Index
*
List of countries by Human Development Index
The United Nations Development Programme (UNDP) compiles the Human Development Index (HDI) of 191 nations in the annual Human Development Report. The index considers the health, education and income in a given country to provide a measure ...
*
Living planet index
*
Multidimensional Poverty Index
Multidimensional Poverty Indices use a range of indicators to calculate a summary poverty figure for a given population, in which a larger figure indicates a higher level of poverty. This figure considers both the proportion of the population that ...
*
OECD Better Life Index (BLI)
*
Planetary pressures–adjusted Human Development Index (PHDI)
*
Press Freedom Index
The Press Freedom Index is an annual ranking of countries compiled and published by Reporters Without Borders since 2002 based upon the organisation's own assessment of the countries' press freedom records in the previous year. It intends to r ...
*
Rule of Law Index
*
Social Progress Index
*
Where-to-be-born Index
*
World Happiness Report
The World Happiness Report is a publication that contains articles and rankings of national happiness, based on respondent ratings of their own lives, which the report also correlates with various (quality of) life factors. As of March 2022, Fin ...
Other
*
Developing country
*
Economic development
In the economics study of the public sector, economic and social development is the process by which the economic well-being and quality of life of a nation, region, local community, or an individual are improved according to targeted goals a ...
*
Ethics of care
The ethics of care (alternatively care ethics or EoC) is a normative ethical theory that holds that moral action centers on interpersonal relationships and care or benevolence as a virtue. EoC is one of a cluster of normative ethical theories th ...
*
Happiness economics
The economics of happiness or happiness economics is the theoretical, qualitative and quantitative study of happiness and quality of life, including positive and negative affects, well-being, life satisfaction and related concepts – typically ...
*
Human Development and Capability Association
*
Humanistic economics
*
International development
International development or global development is a broad concept denoting the idea that societies and countries have differing levels of economic development, economic or human development (humanity), human development on an international scal ...
*
*
List of countries by share of income of the richest one percent
*
Right to an adequate standard of living
The right to an adequate standard of living is a fundamental human rights, human right. It is part of the Universal Declaration of Human Rights that was accepted by the United Nations General Assembly, General Assembly of the United Nations on De ...
*
Subjective life satisfaction
Life satisfaction is a measure of a person's well-being, assessed in terms of mood, relationship satisfaction, achieved goals, self-concepts, and self-perceived ability to cope with life. Life satisfaction involves a favorable attitude towards one ...
*
Sustainable Development Goals (SDGs)
Notes
References
External links
Human Development IndexHuman Development Tools and Rankings
{{Authority control
Development economics
Environmental economics
International rankings
Science and technology in India
Science and technology in Pakistan
American inventions
British inventions
Indian inventions
Pakistani inventions
1990 establishments
sah:HDI