Showing posts with label Income. Show all posts
Showing posts with label Income. Show all posts

Sunday, October 23, 2022

Multidimensional Poverty: India is Home to 75% of World's Population Deprived of Basic Living Standards

Over 75% of the world's poor deprived of basic living standards (nutrition, cooking fuel, sanitation and housing) live in India compared to 4.6% in Bangladesh and 4.1% in Pakistan, according to a recently released OPHI/UNDP report on multidimensional poverty.  Here's what the report says: "More than 45.5 million poor people are deprived in only these four indicators (nutrition, cooking fuel, sanitation and housing). Of those people, 34.4 million live in India, 2.1 million in Bangladesh and 1.9 million in Pakistan—making this a predominantly South Asian profile". 

Global Multidimensional Poverty Index 2022. Source: OPHI/UNDP

Income Poverty in Bangladesh, India and Pakistan. Source: Our World in Data


The UNDP poverty report shows that the income poverty (people living on $1.90 or less per day) in Pakistan is 3.6% while it is 22.5% in India and 14.3% in Bangladesh. In terms of the population vulnerable to multidimensional poverty, Pakistan (12.9%) does better than Bangladesh (18.2%) and India (18.7%)  However, Pakistan fares worse than India and Bangladesh in multiple dimensions of poverty. The headline multidimensional poverty (MPI) figure for Pakistan (0.198) is worse than for Bangladesh (0.104) and India (0.069). This is primarily due to the education and health deficits in Pakistan. Adults with fewer than 6 years of schooling are considered multidimensionally poor by OPHI/UNDP.  Income poverty is not included in the MPI calculations. The data used by OHP/UNDP for MPI calculation is from years 2017/18 for Pakistan and from years 2019/2021 for India. 

Multidimensional Poverty in South Asia. Source: UNDP

The Indian government's reported multidimensional poverty rate of 25.01% is much higher than the OPHI/UNDP estimate of 16.4%. NITI Ayog report released in November 2021 says: "India’s national MPI identifies 25.01 percent of the population as multidimensionally poor".

Multidimensional Poverty in India. Source: NITI Ayog via IIP

Earlier this year,  Global Hunger Index 2022 reported that  India ranks 107th for hunger among 121 nations. The nation fares worse than all of its South Asian neighbors except for war-torn Afghanistan ranked 109, according to the the report. Sri Lanka ranks 64, Nepal 81, Bangladesh 84 and Pakistan 99. India and Pakistan have levels of hunger that are considered serious. Both have slipped on the hunger charts from 2021 when India was ranked 101 and Pakistan 92.  Seventeen countries, including Bosnia, China, Kuwait, Turkey and UAE, are collectively ranked between 1 and 17 for having a score of less than five.

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Riaz Haq's Youtube Channel

Saturday, August 13, 2022

Pakistan At 75: Highlights of Economic and Demographic Progress Since Independence

Pakistan is a young nation with a lot of unrealized potential. As the country turns 75, it is important to recognize that all basic indicators of progress such as income, employment, education, health, nutrition, electricity use, telecommunications and transportation have shown significant improvements over the last seven and a half decades. These improvements can be accelerated if Pakistan can overcome its economic growth constraints from recurring balance of payments crises such as the one it is experiencing now. The only way to do it is through rapid expansion of exports and major reductions in reliance on imports such as fossil fuels and cooking oil

Income/GDP Growth:

Economic Survey of Pakistan 2021-22 confirms that the nation's GDP grew nearly 6% in fiscal year 2021-22, reaching $1.62 Trillion in terms of purchasing power parity (PPP). It first crossed the trillion dollar mark in 2017. In nominal US$ terms, the size of Pakistan's economy is now $383 billion. The country's per capita income is $1,798 in nominal terms and $7,551 in PPP dollars.  

Pakistan GDP, Per Capita Income Growth. Source: 75 Years Economic Journey

Electricity Consumption:

Pakistan's electricity consumption is an important indicator of economic activity and living standards. It has soared from 40 GWH in 1949 (1 KWH per capita) to 136,572 KWH in 2021 (620 KWH per capita). Last year, hydroelectric dams contributed 37,689 GWH of electricity or 27.6% of the total power generated, making hydropower the biggest contributor to power generated in the country. It was followed by coal (20%), LNG (19%) and nuclear (11.4%).  Nuclear power plants generated 15,540 GWH of electricity in 2021, a jump of 66% over 2020.  Overall, Pakistan's power plants produced 136,572 GWH of power in 2021, an increase of 10.6% over 2020, indicating robust economic recovery amid the COVID19 pandemic. 

Electricity Consumption


Installed Power Generation Capacity Growth. Source: Bilal Gilani of Gallup Pakistan

 Population Growth:

Pakistan's population has grown rapidly over the last 75 years. It is now 227 million, 6.7 times 34 million in 1951. However, the total fertility rate has declined from 6.5 babies  in 1950 to 3.3 babies per woman in 2021.  

Pakistan Population Growth

Pakistan Total Fertility Rate Per Woman of Child-Bearing Age. Source: UN via Macrotrends


Life Expectancy:

Improvements in access to healthcare have helped raise life expectancy in the country. It has increased from just 50 years in 1970 to 67.4 years in 2020. 

Life Expectancy

Employment:

Pakistan's economy has generated tens of millions of jobs since the nation's independence. The employed workforce has grown from 16.24 million in 1963-64 to 67.25 million in 2020-21, according to government sources. Pakistan has created 5.5 million jobs during the past three years – 1.84 million jobs a year, significantly higher than the yearly average of new jobs created during the 2008-18 decade, according to the findings of the Labor Force Survey (LFS) as reported by the Express Tribune paper. The biggest jump in share of employment (1.5%) was in the construction sector, spurred by Naya Pakistan construction incentives offered by the PTI government. 


Pakistan Employment Growth

Unlike Pakistan's, India's labor participation rate (LPR) has been falling significantly in the last decade. It fell to 39.5% in March 2022, as reported by the Center for Monitoring Indian Economy (CMIE). It dropped below the 39.9% participation rate recorded in February. It is also lower than during the second wave of Covid-19 in April-June 2021. The lowest the labor participation rate had fallen to in the second wave was in June 2021 when it fell to 39.6%. The average LPR during April-June 2021 was 40%. March 2022, with no Covid-19 wave and with much lesser restrictions on mobility, has reported a worse LPR of 39.5%.

Labor Participation Rates in India and Pakistan. Source: ILO/World Bank


Youth  unemployment for ages 15-24 in India is 24.9%, the highest in the South Asia region. It is 14.8% in Bangladesh and 9.2% in Pakistan, according to the International Labor Organization and the World Bank.  

Poverty Reduction:

Pakistan has managed to significantly reduce poverty since its inception. 

Poverty Decline in Pakistan


Nutrition:

In terms of the impact of economic growth on average Pakistanis, the per capita average daily calorie intake jumped to 2,735 calories in FY 2021-22 from 2,457 calories in 2019-20. It has grown from 2250 calories in 1980 to 2780 calories in 2020. 

Pakistan Per Capita Daily Calorie Consumption. Source: Economic Surveys of Pakistan


Agriculture: 

Pakistan is among the world's largest food producers. It experienced broad-based economic growth across all key sectors in FY 21-22; manufacturing posted 9.8% growth, services 6.2% and agriculture 4.4%. The 4.4% growth in agriculture is particularly welcome; it helps reduce rural poverty.  

Production of Tractors in Pakistan


Wheat Production in Pakistan

Rice Production in Pakistan


Corn Production in Pakistan
Sugarcane Production in Pakistan
Meat Production in Pakistan


Milk Production in Pakistan

Cotton Production in Pakistan



Literacy and Education:

Literacy in Pakistan has increased from just 16.4% in 1950-51 to 62.8% in 2020-21. Male literacy is now at 73.4% but the female literacy lags at only 51.9%. The area of female literacy clearly requires greater attention and focus. 

Literacy Rate in Pakistan

Number of universities in the country has jumped from just 2 in 1947 to 233 in 2021. Enrollment in these colleges has gone up from 644 in 1947 to 1.96 million in 2021. Biggest increases have come since the higher education reform led by Dr. Ata ur Rahman on President Musharraf's watch. 

University Enrollment in Pakistan

Number of degree colleges in the country has jumped from 40 in 1960 to 3,872 in 2021. Enrollment in these colleges has gone up from 4,368 in 1947 to 758,000 in 2021. 

Enrollment in Degree Colleges in Pakistan


Telecommunications:

Telecommunication services and broadband subscriptions in Pakistan have rapidly grown, especially over the last two decades. The number of telephone and mobile users has increased from just 15,200 in 1947 to 194.2 million in 2021. 

Phone Users in Pakistan


Transportation: 

Expansion of road infrastructure and increasing vehicle ownership have contributed to the growth of the road transport sector. Number of registered vehicles in Pakistan has soared from 31,892 in 1947 to 32.4 million in 2021. Road length has grown from 26,300 Km in 1947 to 500,000 Km in 2021. 

Vehicle Ownership and Road Length in Pakistan

Pakistan has seen significant improvements in its population's living standards since independence in 1947. Average Pakistani has much higher income and greater access to food, healthcare, education, housing, transport, electricity and communication services. 

Acknowledgement: Charts and data in this blog post are sourced from 75 Years Economic Journey of Pakistan published by Pakistan's Ministry of Finance. 

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Sunday, December 19, 2021

Has Bangladesh Really Left India and Pakistan Behind in Per Capita Income?

Is Bangladesh's officially reported GDP figure credible? Do consumption figures support Bangladesh's claim of higher per capita income than India and Pakistan?  Is it the recent rebasing of GDP that boosted Bangladesh's per capita income above India's and Pakistan's? If Bangladesh has higher GDP per capita, why is its per capita consumption of energy, cement and steel so much lower than India's and Pakistan's? Does Pakistan really have a much larger informal economy than Bangladesh or India do? How long has it been since Pakistan rebased its GDP calculations? Is there a lot more currency in circulation in Pakistan than in Bangladesh and India? Let us try and answer these questions! 

Rebasing GDP:

Bangladesh just rebased its GDP in 2020-21 to year 2015-16. This has boosted its per capita income by double digits for every year since 2015-16.  Bangladesh's per capita income for the 2015-16 fiscal year has now gone up to $1,737 from $1,465 in the old calculation. For the 2019-2020 fiscal, the per capita income has gone up to $2,335 from $2,024.  The new GDP estimate covers 21 sectors, up from 15 sectors previously.  India last rebased its GDP in 2015, a change that bumped up its per capita GDP by double digits. Nigeria's last rebasing in 2012 increased the size of its economy (GDP) by nearly 90%. Pakistan's current base year is 2005-6. Rebasing which is now long overdue will almost certainly increase Pakistan's per capita income by double digits. 

In its 2014 annual report, the State Bank of Pakistan talked about a number of new sectors that are either under-reported or not covered at all: "In terms of LSM growth, a number of sectors that are showing strong performance; (for example, fast moving consumer goods (FMCG) sector; plastic products; buses and trucks; and even textiles), are either under reported, or not even covered. The omission of such important sectors from official data coverage, probably explains the apparent disconnect between overall economic activity in the country and the hard numbers in LSM."

Pakistan's last economic census was done in 2003 and published in 2005, livestock census in 2006  and agriculture census in 2010. The country's economy has changed significantly since then, adding several new economic activities while others may have diminished.  The Quantum Index of Large Scale Manufacturing (QIM) with 2005-06 base year gives a weight to textiles of 20.9% (Yarn 13.7 and cloth 7.2). But the textile industry has significantly changed as reflected in its exports. The value added textiles (non-yarn and non-cloth) now make almost 80% of the total textile exports. These changes are not reflected in current GDP calculations. 


Primary Energy Consumption Per Capita. Source: British Petroleum Statistics 2021

Energy consumption:

Life in modern times is heavily dependent on energy. Per capita energy consumption, a key barometer of economic activity, is significantly lower in Bangladesh than in India and Pakistan.  Use of electricity per capita in Bangladesh is significantly less than in India and Pakistan. 

Energy Consumption Comparison in Bangladesh, India and Pakistan. Source: NationMaster

Commercial energy use (kg of oil equivalent per capita) above refers to apparent consumption, which is equal to indigenous production plus imports and stock changes, minus exports and fuels supplied to ships and aircraft engaged in international transport. It's only 142 Kg of oil per capita in Bangladesh, much lower than 463 Kg in Pakistan and 494 Kg in India.  

A more recent British Petroleum "Statistical Review of World Energy 2021" puts the per capita primary energy consumption at 9.7 Gigajoules (232 kilogram of oil equivalent) for Bangladesh, 15.7 Gj (375 kgoe) for Pakistan and 23.2 Gj (554 kgoe) for India. 

Per capita consumption of primary energy in Bangladesh has grown by 59% (6.1 Gj to 9.7 Gj) since 2010, much faster than 25% (18.2 Gj to 23.2 Gj) in India and just 6% (14.8 Gj to 15.7 Gj) in Pakistan, according to the British Petroleum's "Statistical Review of World Energy 2021". This indicates much faster economic growth in Bangladesh than India or Pakistan in the last decade. 

Cement Consumption:

Use of cement is another important indicator of economic and development activities, particularly in the infrastructure and housing construction sector.  China and the United States, the world's biggest economies, also have the highest consumption of cement. 

Cement Consumption. Source: International Cement Review

Steel Consumption:

Per capita steel consumption is another important indicator of economic activity in both construction and manufacturing sectors.  It goes into building housing and infrastructure as well manufacturing vehicles and home appliances. The United States and China, the world's biggest economies, are the largest consumers of steel. 

Per Capita Steel Consumption. Source: National Steel Advisory Council

Bangladesh is among the lowest consumers of steel products in the world. Per capita consumption of finished steel in Bangladesh (41 Kg) is lower than the regional peer Myanmar (40.5), India (75.3), Pakistan (45.7), Sri Lanka (53.5), according to the World Steel Association (WSA).

Pakistan's Informal Economy:  

 One way to estimate the size of the informal economy in any country is by looking at the amount of currency in circulation relative to overall money supply. This data is published regularly by all central banks in South Asia and elsewhere. Pakistan's currency in circulation to M2 ratio (about 30%) is more than double the ratios in Bangladesh (13%) and India (15%), indicating that the informal economy in Pakistan is much bigger.

Dr. Lalarukh Ejaz, an assistant professor at the Institute of Business Administration in Karachi, has estimated the size of Pakistan’s informal economy at 56% of the country’s GDP (as of 2019). This means that it’s worth around $180 billion a year, and that is a massive amount by any yardstick. 

Vehicles and home appliance ownership data analyzed by Dr. Jawaid Abdul Ghani of Karachi School of Business Leadership suggests that the officially reported GDP significantly understates Pakistan's actual GDP.  Indeed, many economists believe that Pakistan’s economy is at least double the size that is officially reported in the government's Economic Surveys. 

Back in 2014,  the State Bank of Pakistan stated in its Annual Report as follows: "In terms of LSM growth, a number of sectors that are showing strong performance; (for example, fast moving consumer goods (FMCG) sector; plastic products; buses and trucks; and even textiles), are either under reported, or not even covered. The omission of such important sectors from official data coverage, probably explains the apparent disconnect between overall economic activity in the country and the hard numbers in LSM."  Pakistan's GDP has not been rebased in more than a decade. It was last rebased in 2005-6 while India’s was rebased in 2011. The recent rebasing of Bangladesh GDP to year 2015 has boosted its per capita income of Bangladesh for year 2016-16 and all subsequent years . The per capita income for the 2015-16 fiscal year has now gone up to $1737 from $1465 in the old calculation For the 2019-2020 fiscal, the per capita income has gone up to $2335 from $2024. Just rebasing the Pakistani economy will result in double digit increases in GDP for the last several years. 

Estimates of Informal Economies in Asia in 2012. Source: IMF

A research paper by economists Ali Kemal and Ahmad Waqar Qasim of PIDE (Pakistan Institute of Development Economics) estimated in 2012 that the Pakistani economy’s size then was around $400 billion. All they did was look at the consumption data to reach their conclusion. They used the data reported in regular PSLM (Pakistan Social and Living Standard Measurements) surveys on actual living standards. They found that a huge chunk of the country's economy is undocumented. 

Currency in Circulation to M2 Ratio Trends. Source: Business Recorder



Pakistan's Service Sector: 

Pakistan's service sector which contributes more than 50% of the country's GDP is mostly cash-based and least documented. Compared to Bangladesh and India, there is a lot more currency in circulation as a percentage of overall money supply in Pakistan. According to the State Bank of Pakistan (SBP), the currency in circulation has increased to Rs. 7.4 trillion by the end of the financial year 2020-21, up from Rs 6.7 trillion in the last financial year,  a double-digit growth of 10.4% year-on-year.   Currency in circulation (CIC), as percent of M2 money supply and currency-to-deposit ratio, has been increasing over the last few years.  The CIC/M2 ratio is now close to 30%, according to the State Bank of Pakistan. The average CIC/M2 ratio in FY18-21 was measured at 28%, up from 22% in FY10-15. This 1.2 trillion rupee increase could have generated undocumented GDP of Rs 3.1 trillion at the historic velocity of 2.6, according to a report in The Business Recorder. In comparison to Bangladesh (CIC/M2 at 13%), Pakistan’s cash economy is double the size. Even a casual observer can see that the living standards in Pakistan are higher than those in Bangladesh and India. 

Exports as Percentage of GDP in South Asia. Source: World Bank

Exports:

Pakistan has performed poorly in exports growth relative to Bangladesh and India since about 2007. This has been the key source of its balance of payments crises and its repeated need for IMF bailouts. Pakistan's economic growth has essentially been constrained by its recurring balance of payment (BOP) crises as explained by Thirlwall's Law

Summary:

Bangladesh just rebased its GDP in 2020-21 to year 2015-16. This has boosted its per capita income by double digits for every year since 2015-16, raising it above India's and Pakistan's. Based on published data on energy, cement and steel consumption, Bangladesh's claim of having a per capita GDP higher than India's and Pakistan's does not seem credible. In this age of growing energy-intensive industrialization, it does not make sense to have significantly lower use of key inputs like energy to produce higher gross domestic product. For Pakistan, it is important for policymakers to promote ways of documenting more of the economy. It's also important for finance officials to rebase the country's GDP to a more recent year than the year 2006 when it was last done. 

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Saturday, June 26, 2021

Top One Percent: Are Hindus the New Jews in America?

Hindu Americans have surpassed Jewish Americans in education and rival them in household incomes. How did immigrants from India, one of the world's poorest countries, join the ranks of the richest people in the United States? How did such a small minority of just 1% become so disproportionately represented in the highest income occupations ranging from top corporate executives and technology entrepreneurs to doctors, lawyers and investment bankers? Indian-American Professor Devesh Kapur, co-author of The Other One Percent: Indians in America, explains it in terms of educational achievement. He says that an Indian-American is at least 9 times more educated than an individual in India.  He attributes it to what he calls a process of "triple selection".  

Hindu American Household Income:

A 2016 Pew study reported that more than a third of Hindus (36%) and four-in-ten Jews (44%) live in households with incomes of at least $100,000. More recently, the US Census data shows that the median household income of Indian-Americans, vast majority of whom are Hindus, has reached $127,000, the highest among all ethnic groups in America. 

Median income of Pakistani-American households is $87.51K, below $97.3K for Asian-Americans but significantly higher than $65.71K for overall population. Median income for Indian-American households $126.7K, the highest in the nation. 

Median Income of Asian-Americans. Source: USA Facts

Hindu Americans Education:

Indian-Americans, vast majority of whom are Hindu, have the highest educational achievement among the religions in America. More than three-quarters (76%) of them have at least a bachelors's degree.  This high achieving population of Indian-American includes very few of India’s most marginalized groups such as Adivasis, Dalits, and Muslims. 

By comparison, sixty percent of Pakistani-Americans have at least a bachelor's degree, the second highest percentage among Asian-Americans. The average for Asian-Americans with at least a bachelor's degree is 56%. 

American Hindus are the most highly educated with 96% of them having college degrees, according to Pew Research.  75% of Jews and 54% of American Muslims have college degrees versus the US national average of 39% for all Americans.  American Christians trail all other groups with just 36% of them having college degrees.  96% of Hindus and 80% of Muslims in the U.S. are either immigrants or the children of immigrants.



US Educational Attainment By Religion Source: Pew Research


Jews are the second-best educated in America with 59% of them having college degrees.  Then come Buddhists (47%), Muslims (39%) and Christians (25%).

Triple Selection:

Devesh Kapur, a professor of political science at the University of Pennsylvania and co-author of The Other One Percent: Indians in America (Oxford University Press, 2017), explains the phenomenon of high-achieving Indian-Americans as follows: “What we learned in researching this book is that Indians in America did not resemble any other population anywhere; not the Indian population in India, nor the native population in the United States, nor any other immigrant group from any other nation.” 


Kapur talks about what he calls “a triple selection” process that gave Indian-Americans a boost over typically poor and uneducated immigrants who come to the United States from other countries. The first two selections took place in India. As explained in the book: “The social system created a small pool of persons to receive higher education, who were urban, educated, and from high/dominant castes.” India’s examination system then selected individuals for specialized training in technical fields that also happened to be in demand in the United States. Kapur estimated that the India-American population is nine times more educated than individuals in the home country.

Summary:

Hindu Americans rival Jewish Americans in educational achievement and household incomes. Hindus in America have joined the ranks of the richest people in the United States. They account for just 1% of the US population but they are disproportionately represented in the highest income occupations ranging from top corporate executives and technology entrepreneurs to doctors, lawyers and investment bankers. Indian-American Professor Devesh Kapur, co-author of The Other One Percent: Indians in America, explains it in terms of their educational achievement. He says that an Indian-American is at least 9 times more educated than an individual in India.  He attributes it to what he calls a process of "triple selection".  

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