Brief review of world quality of life

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First Copyright August 2005.  May be used provided proper citation is given.  See note at bottom.

Introduction:

In this report, we discuss quality of life throughout the world. We first briefly describe the meaning of quality of life. We then describe trends in several major components of quality of life (economic wellbeing, health and literacy). Finally, we briefly discuss how quality of life appears to be distributed throughout the world.

I. What is quality of life?

There is no universally agreed on definition, but quality of life indicators usually include in their scales at least some of these dimensions: economic wellbeing, health, education, freedom, social participation and self perceived wellbeing or satisfaction (André and Bitondo, 2001)

In addition, many of the quality of life scales seem to correlate fairly highly with each other.

Table 1
Correlations among quality of life scales.


Wisp2000

HWI

Econequal

HWI

0.952682



Econequal

0.772078

0.867498


UNDPHDI

0.929806

0.899728

0.838002

Wisp2000 = Estes World Indicator of Social Progress
HWI = Prescott-Allen's Human Wellbeing Index
Econequal = Economist Intelligence Unit's quality of life scale
UNDPHDI = UN Development Program Human Development Index


Quality of life scales also generally correlate with 'objective' indicators. However, freedom and subjective indicators of happiness or life satisfaction seem less correlated, and so might be a seperate concept.

Table 2
Correlations with quality of life scales


UNDPHDI

Wisp2000

HWI

Econqual

Infant Mortality Rate

-0.8935

-0.8502

-0.7997

-0.7360

GDP Per Capita

0.7339

0.7668

0.8049

0.8289

Literacy Rate

0.8270

0.8350

0.7181

0.4584

Phone Lines Per Capita

0.7989

0.8468

0.8575

0.8222

Internet Users Per 1000

0.7225

0.7548

0.8217

0.8010

Freedom 2000

-0.4999

-0.6539

-0.7244

-0.6735

Contestation 2000

0.3436

0.5135

0.5571

0.5359

Undernutrition 2000/2002

-0.7155

-0.6825

-0.6861

-0.5213

Life Satisfaction 

0.4961

0.4109

0.5380

0.7091

Red indicates correlation below 0.5
 See appendix for data sources


It seems reasonable that quality of life indicators are intercorrelated, since many of their components are intercorrelated as well.

Table 3
Correlations  among basic indicators


Infant Mortality Rate

GDP Per Capita

Literacy Rate

Phone Lines Per Capita

GDP Per Capita

-0.5918




Literacy Rate

-0.7655

0.5074



Phone Lines Per Capita

-0.6612

0.8626

0.5956


Internet Users Per 1000 Population

-0.5992

0.8515

0.5271

0.8309

Data from World Factbook


Another approach to measuring quality of life is to develop a set of key indicators. Several of the groups measuring quality of life described above (e.g., Estes, 1997; UNDP, 2004) also use sets of indicators. In fact, this is the primary approach of the UNDP. They mention, for example, that human development or democratic participation does not depend on national income (UNDP, 2004), thus a set of indicators can give a more complete picture of human development. See Shackman, Liu and Wang (2005) for a fuller discussion.


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II. Trends in indicators of quality of life

Infant Mortality Rate


Table 4.
Infant Mortality Rates
(Infant deaths per 1,000 births)


1990

2000

ASIA (EXCLUDING NEAR EAST) 

63.9

51.6

COMMONWEALTH OF INDEPENDENT STATES (CIS)

35.4

41.9

LATIN AMERICA AND THE CARIBBEAN (LAC)    

43.0

30.6

NEAR EAST

64.8

44.0

OCEANIA

33.9

21.9

SUB-SAHARAN AFRICA

108.0

98.1

WESTERN EUROPE

7.3

4.6

NORTHERN AMERICA

8.7

6.8

Data from US Census's International Database



GDP per Capita


Table 5.
GDP per Capita
(thousands of US dollars)


1980

1990

2000

ASIA (EXCLUDING NEAR EAST)         

1.79

2.36

2.76

LATIN AMERICA AND THE CARIBBEAN    

3.55

3.37

3.88

NEAR EAST                          

4.28

3.95

4.37

SUB-SAHARAN AFRICA                 

0.78

0.72

0.68

WESTERN EUROPE                     

18.67

22.88

24.94

NORTHERN AMERICA                   

20.81

25.69

31.07

Data from US Energy Information Administration


GDP per Capita is not avialable from the data sources used in this data set for most of Oceania. Also, most of the countries in the "Commonwealth of Independent States" and "Eastern Europe" do not have data prior to 1995. However, the table below shows GDP per Capita for these latter groups for 1995 and 2000.


1995

2000

COMMONWEALTH OF INDEPENDENT STATES /
EASTERN EUROPE

1.72

1.85

Data from US Energy Information Administration


Literacy Rate

Table 6
Literacy Rates
(percent of adult population that is literate)


1990

2004

ASIA (EXCLUDING NEAR EAST)         

66.2

76.5

CIS and EASTERN EUROPE

98.6

99.3

LATIN AMERICA AND THE CARIBBEAN    

84.9

89.4

NEAR EAST                          

71.5

81.3

SUB-SAHARAN AFRICA                 

52.0

64.9

(data from Unesco, only includes less developed countries)



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III. Regional comparisons of quality of life

It seems pretty clear that there are three distinct groups.


Table 7.


IMR

GPD per capita

Literacy

ASIA (EXCLUDING NEAR EAST)         

51.6

2.76

76.5

CIS

41.9

1.85

99.3

LATIN AMERICA AND THE CARIBBEAN    

30.6

3.88

89.4

NEAR EAST                          

44.0

4.37

81.3

SUB-SAHARAN AFRICA                 

98.1

0.68

64.9

WESTERN EUROPE                     

4.6

24.94

99*

NORTHERN AMERICA                   

6.8

31.07

97*

* Just to show contrasts for this table, Western Europe is represented by UK, France and Germany,
and Northern America is represented by USA and Canada. Data from the World Factbook.
The Western Europe countries all have literacy rates of 99%.
USA and Canada have literacy rates of 97%.



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IV Appendix

A. Comparisons with reports from other sources

Here we list other reports that show similar trends..

State of the World's Children
at the Unicef Publications page   http://www.unicef.org/publications/
the statistical tables are here   http://www.unicef.org/sowc05/english/statistics.html
showing data by country and region.
Table 1. infant mortality rates, 1960 and 2003
Table 5. Adult Literacy Rates, 1990 and 2000, for male and female (but not for total)
Table 6 birth rate, death rate, life expectancy, 1970 and 2003
Table 10 under 5 mortality rates, 1960, 1990 and 2003, and rate of progress.

Beyond Economic Growth  http://www.worldbank.org/depweb/beyond/beyond.htm
has descriptions of health, economics, education and many other trends.


B. Data Sources for this report.

Data for this report are from PD-Plus   at  http://gsociology.icaap.org/dataupload.html
This data file includes descriptions of data and sources. All of the data in PD-Plus are included in the data set by permission.
The UN's Human Development Indicator,and the World Database of Happiness satisfaction with life scale are not included in this data set, but are used in our research by permission.

See below for list of all data sets used in this report.

C. Bibliography.

André, Pierre and Dieudonné Bitondo. (2001) Development of a Conceptual and Methodological Framework for the Integrated Assessment of the Impacts of Linear Infrastructure Projects on Quality of Life. Prepared for the Research and Development Monograph Series. Retrieved June 1, 2005 from  
http://www.ceaa-acee.gc.ca/default.asp?lang=En&n=C10DF5DB-1     

Economist Intelligence Unit. (2005) The World in 2005. Retrieved June 30, 2005 from http://www.economist.com/theworldin/international/displayStory.cfm?story_id=3372495&d=2005
The story is no longer available for free, but the report is here
http://www.economist.com/media/pdf/QUALITY_OF_LIFE.pdf

Estes, Richard (1997) “Social Development Trends in Europe,” Social Indicators
Research 42, pp. 1-19.  Updated research and scale available here http://caster.ssw.upenn.edu/~restes/world.html
Couldn't get this, Dec 2006, I'll try again.

Prescott-Allen, Robert. (2001) The Wellbeing of Nations: A Country-by-Country Index of Quality of Life and the Environment. Covelo, CA. IDRC/Island Press 2001.
Doesn't appear to be available on the web any more for free.

Shackman, Liu, Wang. (December 2005). Measuring quality of life using free or public domain data. Social Research Update.  http://sru.soc.surrey.ac.uk/  

United Nations Development Programme. (2004) Human Development Report. Retrieved July 3, 2005 from  http://hdr.undp.org/en/reports/global/hdr2004/   
    See appendix sections for HDI use, notes and definitions.


D. Data sets used in this report. and included in PD-Plus.xls

International Database

Infant mortality rate and population data from the U.S. Bureau of the Census, International Data Base
retreived 4/21/05 from   http://www.census.gov/population/international/data/idb/informationGateway.php    
in Online Access.

Table 1, Total Midyear Population
Table 10. Infant Mort Rates & Life Exp at Birth, by Sex
Table 8, vital rates

Energy Information Administration

Gross domestic per capita HAD BEEN HERE
Energy Information Administration
International Energy Annual 2002  
http://www.eia.gov/emeu/international/populationandgdp.html  

These tables were used.
B.1  World Population, 1980-2002 (Millions)
B.2c World Per Capita Gross Domestic Product at Market Exchange Rates, 1980-2002  (Thousand 1995 U.S. Dollars)

World Factbook

World Factbook data from:
The World Factbook,   https://www.cia.gov/library/publications/the-world-factbook/      
I downloaded these in early 2005 when it was 2004 estimates.
and updated gdp per capita in May 2005, for 2005 estimate

Infant Mortality Rate
http://www.odci.gov/cia/publications/factbook/rankorder/2091rank.html  2004 data

gdp per capita, purchasing power parity http://www.odci.gov/cia/publications/factbook/fields/2004.html  2001 to 2004 data

Total population literacy rate  http://www.odci.gov/cia/publications/factbook/fields/2103.html  mostly 1998 to 2003, but a few from as early at 1980

Total population  http://www.odci.gov/cia/publications/factbook/rankorder/2119rank.html  2005 data

FAO

Food Security Statistics
Prevalence of undernourishment in total population
used to be here  http://www.fao.org/faostat/foodsecurity/index_en.htm 
Now here   http://www.fao.org/economic/ess/ess-fs/en/  
And food insecurity reports are here,  http://www.fao.org/publications/sofi/en/  

ACKNOWLEDGEMENT IS MADE TO THE FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS FOR USE OF THIS MATERIAL ORIGINALLY PUBLISHED IN THE FOOD SECURITY STATISTICS PAGE (C) FAO, [UNDATED]
Use of the FAO data requires the statement above and full citation.


The Freedom House ratings of freedom
http://www.freedomhouse.org/template.cfm?page=15
Freedom is measured on a one-to-seven scale,
    with one representing the highest degree of freedom and seven the lowest.


The Polyarchy and Contestation Scales for 1985 and 2000
http://www.nd.edu/~mcoppedg/crd/datacrd.htm
9 is the least contentions, 1 is the most.
9 = fair elections, full freedom, govn't doesn't control media.


UNESCO literacy rates
Adult literacy rates, 1980 to 1995
Unesco   http://www.uis.unesco.org/Literacy/Pages/default.aspx  
As usual, when we wrote this report, the data were available. Now they aren't so clearly available.


Adult literacy rate, 1990, 2000-2004
EFA Global Monitoring Report, 2005
http://www.unesco.org/new/en/education/themes/leading-the-international-agenda/efareport/statistics/statistical-tables/
see the statistical annex, Table 2, Adult and Youth Literacy
The data are for 1990 and for 2000/2004, literacy rates and number of illiterate adults age 15 and over

Dr Shackman calculated the number of adults, as follows:

Unesco provides data for number of illiterate adults and literacy rate (which can be changed to illiteracy rate = 100 - literacy rate)
Then  illiteracy rate =  (number of illiterate adults) / (number of adults)
Solving for number of adults gives:

Number of adults = (number of illiterate adults) / (illiteracy rate)

u2_illit = number of illiterate adults  (from Unesco)
u2_lit = literacy rate                        (from Unesco)
100-u2_lit = rate of illiteracy
(100-u2_lit)/100 = illiteracy as a decimal (e.g., 9% = .09)
number of adults = u2_illit / ((100-u2_lit)/100)


Wellbeing index (WI) = average of Human wellbeing index and
ecosystem wellbeing index. 
Used to be at the World Conservation union  http://www.iucn.org/en/news/archive/2001_2005/press/wbon.html   but not there and I can't find it anywhere on the web for free.



The World Index of Social Progress (WISP)
Had been here, but no longer:  http://caster.ssw.upenn.edu/~restes/world.html
Table 5b
Higher score equals higher on social progress.


Econqual = The Economist Intelligence Unit's quality-of-life Index
http://www.economist.com/theworldin/international/displayStory.cfm?story_id=3372495&d=2005
http://www.economist.com/media/pdf/QUALITY_OF_LIFE.pdf


E. Data sets used in this report. (but not included in PD-Plus.xls.)

UNDP = UN Human Development Indicator, 2002
The data had been here  http://hdr.undp.org/en/media/statistics.htm  
The report is here, but I don't see the 2002 data  http://hdr.undp.org/en/reports/global/hdr2011/ 
I had downloaded the data from the 2002 report.


World Database of Happiness
http://www1.eur.nl/fsw/happiness/
Satisfaction with life, rank on a 1-10 scale.


F. Additional Resources

The International Society for Quality-of-Life Studies   http://www.isqols.org/   One of their Bibliographic Resources includes Ken Land's Social Indicators Essay in the Encyclopedia of Sociology  available here   http://manta.cs.vt.edu/isqols/kenlandessay.htm   which is a review of the history and use of quality of life indicators.



Prepared by gene shackman, wang xun and ya-lin liu
First Copyright August 2005.  May be freely used provided proper citation is given.

Cite as


Shackman, Gene, Ya-Lin Liu and Xun Wang. 2005. Brief review of world quality of life.  Available at

http://gsociology.icaap.org/report/cqual.html

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last updated  9/20/11
Last verified and corrected 9/20/11