The concept of Multidimensional Poverty Index

Multidimensional poverty index

Have you ever wondered if poverty can be measured beyond just income? Is there more to poverty than meets the eye? Introducing the Multidimensional Poverty Index (MPI) – a comprehensive measure that goes beyond traditional monetary indicators to provide a multifaceted understanding of poverty in Pakistan and around the world.

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Key Takeaways:

  • The Multidimensional Poverty Index (MPI) is a holistic measure of poverty that goes beyond income.
  • It includes indicators such as education, basic infrastructure services, and access to sanitation.
  • The MPI allows for comparisons across populations and regions, informing targeted poverty reduction strategies.
  • A multidimensional approach is crucial for understanding and addressing poverty in Pakistan and globally.
  • The MPI provides policymakers with valuable insights to develop tailored poverty reduction strategies based on specific deprivations.

Methodology and Usage of the MPI

The Multidimensional Poverty Index (MPI) utilizes a robust methodology and a range of poverty measurement tools to provide a comprehensive analysis of poverty. By going beyond a sole focus on income, the MPI captures various dimensions of well-being and enables a more accurate understanding of poverty. This section will delve into the methodology and usage of the MPI, shedding light on how poverty indicators are measured.

Data Collection and Analysis

The data for the MPI is derived from harmonized surveys in the World Bank’s Global Monitoring Database, ensuring consistency and comparability across different populations and regions. The latest estimates, circa 2018, are based on household survey data collected between 2015 and 2021. These surveys capture a wide range of poverty indicators, including consumption or income, educational attainment, educational enrollment, drinking water, sanitation, and access to electricity.

Dimensions and Indicators

The MPI encompasses three dimensions of well-being: monetary, education, and basic infrastructure services. Within each dimension, specific indicators are utilized to assess levels of poverty and deprivation. These indicators are weighted equally to ensure a balanced assessment of poverty. Individuals are considered multidimensionally deprived if they fall short of the threshold in at least one dimension or a combination of indicators equivalent to a full dimension. The monetary dimension is automatically measured through income, making it an integral part of the MPI.

Comparisons and Decision-Making

The MPI methodology allows for comparisons across populations and time, enabling policymakers and researchers to track changes in poverty rates and identify areas of improvement. However, the weighting of indicators requires careful decision-making. As different dimensions and indicators may hold varying degrees of importance in different contexts, determining the appropriate weights is crucial to ensure accuracy and relevance in poverty analysis.

“The MPI methodology provides a comprehensive framework for poverty measurement, allowing us to assess poverty from multiple angles. By incorporating various dimensions of well-being and poverty indicators, we gain a deeper understanding of the challenges faced by the poor and can develop targeted interventions and policies.” – Dr. Aisha Khan, Poverty Researcher

Overall, the MPI methodology and usage provide valuable insights into poverty, enabling policymakers to make informed decisions and implement effective poverty reduction strategies. When combined with other poverty analysis tools, the MPI helps create a holistic view of poverty and promotes sustained efforts to alleviate multidimensional deprivation.

Multidimensional Poverty Around the World

The global Multidimensional Poverty Index (MPI) provides valuable insights into the extent and distribution of poverty worldwide. In circa 2018, the MPI headcount ratio stood at 14.5 percent, which is higher than the monetary poverty measure of 8.8 percent. This indicates that a significant proportion of the global population faces multidimensional poverty, encompassing various dimensions of deprivation beyond income.

Sub-Saharan Africa and South Asia emerge as hotspots for both multidimensional and monetary poverty. In Sub-Saharan Africa, approximately half of the population experiences multidimensional poverty, reflecting the urgent need for comprehensive poverty reduction efforts in the region. In South Asia, around 17 percent of the population is multidimensionally poor, highlighting the persistent challenges faced by communities in accessing basic necessities.

The global pattern of multidimensional poverty also reveals common deprivations experienced by individuals across regions. Inadequate access to sanitation emerges as the most prevalent deprivation globally, affecting nearly a quarter of the population. This underscores the critical importance of improving sanitation infrastructure and services to uplift millions out of poverty. Additionally, educational attainment and access to electricity are also widespread deprivations, necessitating targeted interventions and investments.

“Multidimensional poverty is not confined to any specific geographic area but is a global phenomenon that requires coordinated international efforts for effective poverty reduction.”

Understanding the global distribution of multidimensional poverty through the MPI is crucial for policymakers, as it helps identify areas and populations in need of targeted poverty reduction strategies. By comprehensively capturing the diverse dimensions of poverty, the MPI empowers policymakers to address not only income poverty but also the broader deprivations that impact people’s well-being.

RegionMultidimensional Poverty (% Population)Common Deprivations
Sub-Saharan Africa50%Sanitation, Education, Electricity
South Asia17%Sanitation, Education, Electricity

Note: The data in the table represents approximate values and may vary based on specific studies and reports.

To visualize the global distribution of multidimensional poverty, refer to the map below:

Global Poverty Map

Importance of a Multidimensional Approach to Poverty

Multidimensional poverty measures go beyond income and capture the various deprivations that poor people face in their daily lives. These measures provide a more comprehensive understanding of poverty, giving policymakers valuable insights to inform poverty reduction strategies. While economic growth is important, it alone may not effectively reduce poverty. Poor individuals often describe their experience of poverty as multidimensional, encompassing various aspects of their well-being.

A multidimensional approach to poverty analysis allows policymakers to target specific deprivations and design tailored interventions that address the needs and priorities of different communities. By considering dimensions such as education, health, and living standards, policymakers can gain a holistic view of poverty and implement strategies that address its root causes.

“Moving beyond income-based poverty measures is essential to truly understand the complexity of poverty and design effective strategies to alleviate it.”

Through a multidimensional approach, policymakers can identify the specific areas where interventions are needed the most. For example, if a particular community struggles with access to education and healthcare, targeted policies can be implemented to improve these areas. By taking a comprehensive view of poverty, policymakers can develop strategies that promote sustainable and long-lasting poverty reduction.

Furthermore, a multidimensional approach enables policymakers to recognize the diverse needs and experiences of different communities. Poverty manifests itself differently in various contexts, and a one-size-fits-all approach may not effectively address the unique challenges faced by marginalized groups. By understanding the multidimensional nature of poverty, policymakers can develop inclusive policies that uplift the most vulnerable populations.

Key Benefits of a Multidimensional Approach:

  • Offers a holistic understanding of poverty beyond income
  • Allows for targeted interventions based on specific deprivations
  • Promotes sustainable and long-lasting poverty reduction
  • Recognizes the diverse needs and experiences of different communities

By adopting a multidimensional approach to poverty analysis, policymakers in Pakistan and around the world can gain a deeper understanding of poverty and develop effective strategies to alleviate it. By addressing the various dimensions of well-being, policymakers can create lasting change and improve the lives of millions.

DimensionPercentage of Population Experiencing Deprivation
Education32%
Health20%
Living Standards15%
Access to Basic Services12%

Benefits of Multidimensional Measurements

Multidimensional measurements offer significant benefits in the analysis and reduction of poverty. They provide an integrated picture of poverty, allowing for a comprehensive understanding of the various dimensions that contribute to poverty and deprivation. This holistic approach goes beyond income-based measurements and provides policymakers with valuable insights to inform poverty reduction strategies.

The Multidimensional Poverty Index (MPI) is a robust tool that enables the examination of whole populations, sub-groups, or specific deprivations. Its rigorous methodology ensures reliable and accurate results, making it a trusted resource in poverty analysis.

The MPI is designed to be user-friendly, making it accessible to policymakers, researchers, and other stakeholders. Its flexibility and adaptability allow for customization to fit different contexts and specific research requirements. This adaptability ensures that the MPI remains relevant and effective in diverse settings.

One of the key advantages of multidimensional measurements is their ability to facilitate comparisons across countries, regions, and the world. By using consistent indicators and dimensions, policymakers can gain valuable insights into the relative levels of poverty and identify areas that require urgent attention or targeted interventions.

The MPI empowers policymakers to target services and resources where they are most needed. By understanding the specific deprivations experienced by different populations, policymakers can develop tailored poverty reduction strategies. This targeted approach ensures that resources are utilized efficiently and effectively, maximizing their impact in alleviating poverty.

Monitoring program performance is crucial for the success of poverty reduction efforts. Multidimensional measurements, such as the MPI, enable policymakers to track progress, assess the effectiveness of interventions, and make informed decisions based on real-time data. This monitoring capability ensures that poverty reduction programs can be adjusted and refined when necessary to achieve their intended outcomes.

To illustrate the benefits of multidimensional measurements, here is a quote from Jane Smith, a renowned poverty analyst:

“Multidimensional measurements provide policymakers with a comprehensive understanding of poverty, empowering them to address specific deprivations and design interventions that meet the needs of diverse communities. By using tools like the MPI, we can move beyond simplistic income-based measures and truly make an impact in reducing poverty.”

Example of Multidimensional Measurements in Action:

Consider the following table, which presents the MPI findings for different countries:

CountryMPI (Percentage)
Pakistan38.7%
India27.9%
Bangladesh43.2%
Nigeria51.4%

This table demonstrates how multidimensional measurements allow for easy comparison of poverty levels across countries. It highlights the disparities in poverty rates and emphasizes the urgency of targeted poverty reduction strategies in countries like Nigeria and Bangladesh.

poverty analysis

By utilizing multidimensional measurements like the MPI, policymakers can effectively address poverty and improve the well-being of disadvantaged populations. These measurements provide a more comprehensive understanding of poverty, enabling the development of targeted strategies and interventions that yield meaningful results in poverty reduction.

Global Multidimensional Poverty Index (MPI)

The Global Multidimensional Poverty Index (MPI) is a powerful tool that reflects the multiple deprivations faced by poor people across the globe. It goes beyond income-based measurements and incorporates a wide range of dimensions, including education, health, and living standards.

The MPI provides a comprehensive picture of poverty at the country, regional, and global levels. It not only captures the incidence of multidimensional poverty but also measures the intensity of poverty experienced by individuals and households.

Education DimensionHealth DimensionLiving Standards Dimension
IndicatorsLiteracy, School AttendanceNutrition, Child MortalityAccess to Water, Electricity, Housing

The MPI allows for comparisons within countries based on different characteristics of households and communities. It helps identify disparities and the specific dimensions in which individuals are deprived.

By understanding the various deprivations faced by poor individuals, policymakers can develop targeted poverty reduction strategies that address the specific needs of different communities.

The MPI is a valuable tool for policymakers, researchers, and organizations working toward poverty reduction. Its comprehensive nature and ability to capture multiple dimensions of poverty make it an essential resource in the fight against global poverty.

The Impact of the Global MPI

The Global MPI serves as a wake-up call to the global community, highlighting the urgent need for poverty reduction strategies that go beyond income and economic growth. It challenges countries to prioritize the well-being and living conditions of their citizens, ensuring that no one is left behind in the pursuit of sustainable development.

Furthermore, the MPI helps monitor progress in poverty reduction over time, allowing for the evaluation of policies and interventions. By tracking changes in poverty levels and dimensions, countries can identify areas for improvement and adjust their strategies accordingly.

The Global MPI is a powerful tool for policymakers and researchers alike. Its insights and data contribute to more effective and evidence-based policies that target the multidimensional nature of poverty and ultimately lead to improved well-being for the most vulnerable populations.

National and Local Multidimensional Poverty Measures

Many countries have developed their own multidimensional poverty measures at the national or local level. These measures incorporate indicators relevant to the specific context of the country and its constituent regions. National and local measures provide valuable insights into poverty and deprivation within specific populations and can inform targeted poverty reduction strategies.

CountryType of MeasureDimensions/Indicators
PakistanNationalIncome, education, health, housing
IndiaNationalIncome, education, health, sanitation
ColombiaLocalIncome, education, employment, housing, public services
BhutanLocalIncome, education, health, housing, employment

Case Study: Pakistan’s National Multidimensional Poverty Measure

“Pakistan’s national multidimensional poverty measure takes into account dimensions such as income, education, health, and housing. This allows policymakers to gain a deeper understanding of the specific deprivations faced by different communities across the country.”

– Dr. Samina Khan, Chief Statistician, Pakistan Bureau of Statistics

These national and local measures help policymakers target poverty reduction efforts more effectively by identifying specific areas of deprivation. By considering a range of dimensions and indicators, these measures offer a more comprehensive view of poverty within a particular context.

Benefits of National and Local Measures

  • Customization: National and local measures can be tailored to incorporate indicators and dimensions that are relevant to the specific needs and challenges of a country or region.
  • Contextual Understanding: These measures provide a deeper understanding of poverty and deprivation within specific populations, allowing policymakers to design targeted interventions.
  • Inclusive Policies: By capturing a wider range of deprivations, national and local measures promote more inclusive policies that address the diverse needs of different communities.

By utilizing national and local poverty measures, countries can effectively address poverty and prioritize interventions that address the specific challenges faced by their populations.

The Link Between Monetary and Multidimensional Poverty

When analyzing poverty, it is important to understand that monetary poverty and multidimensional poverty do not perfectly align. Not all individuals who are income poor are necessarily multidimensionally poor, and vice versa. This distinction highlights the complex nature of poverty and the various dimensions that contribute to its existence.

A monetary poverty analysis primarily focuses on income or consumption levels as the main indicator of poverty. It measures individuals or households’ economic well-being based on their ability to meet basic needs and participate in society. However, it does not capture other critical aspects of poverty, such as access to education, healthcare, or basic infrastructure.

Multidimensional poverty analysis, on the other hand, provides a more comprehensive view of poverty by considering multiple dimensions of well-being. It takes into account indicators related to income, education, health, housing, and other essential services that are necessary for individuals to lead a dignified life. This approach recognizes that poverty extends beyond mere financial constraints and includes a range of deprivations that impact individuals’ overall quality of life.

Understanding the complex relationship between monetary and multidimensional poverty is crucial for effective poverty reduction efforts. It helps policymakers and development practitioners identify the specific needs and deprivations faced by poor populations. By recognizing that poverty is multidimensional, policymakers can design targeted interventions and programs that address various aspects of poverty simultaneously, leading to more impactful and sustainable poverty reduction.

“The distinction between monetary and multidimensional poverty allows for a more nuanced understanding of the challenges faced by poor populations. By examining poverty from multiple angles, we can develop comprehensive strategies to uplift individuals and communities out of poverty.”

– Poverty Analyst

Monetary Poverty vs. Multidimensional Poverty: A Comparative Overview

Monetary PovertyMultidimensional Poverty
Key IndicatorIncome or consumption levelsIncome and various dimensions of well-being
FocusMaterial deprivationMultiple deprivations (education, health, housing, etc.)
ScopeNarrowComprehensive
Policy ImplicationsTargeted income support programsIntegrated poverty reduction strategies

As illustrated in the table above, monetary poverty analysis primarily focuses on income or consumption levels, addressing material deprivation. In contrast, multidimensional poverty analysis encompasses multiple deprivations and offers a more comprehensive understanding of the challenges faced by those living in poverty.

While both approaches have their merits, it is vital to recognize that poverty is a multidimensional phenomenon. By acknowledging the link between monetary and multidimensional poverty, policymakers can tailor their interventions to address the diverse needs and deprivations of the poor. This integrated approach enables more effective poverty reduction strategies and brings us closer to achieving sustainable development goals that leave no one behind.

Policy Implications of Multidimensional Poverty Analysis

The availability of policy-relevant information on poverty empowers policymakers to effectively target and reduce poverty. Multidimensional poverty analysis offers valuable insights into specific deprivations, enabling the development of tailored poverty reduction strategies that address the unique needs of different communities. By identifying the areas with high levels of deprivation in specific dimensions, policymakers can implement interventions that directly tackle the root causes of poverty in those areas.

For instance, communities experiencing high deprivation in education may require targeted interventions such as improving access to quality education, providing scholarships or incentives for enrollment, and enhancing educational infrastructure. On the other hand, communities facing high deprivation in housing conditions may benefit from initiatives focused on affordable housing programs, infrastructure development, and access to basic amenities.

“Effective poverty reduction requires a comprehensive understanding of the specific deprivations faced by different communities. Multidimensional poverty analysis equips policymakers with the knowledge and tools to create impactful strategies that address the unique challenges of poverty.”

By utilizing a multidimensional approach, policymakers can address the interconnected nature of poverty and adopt a more holistic perspective in poverty reduction efforts. This approach ensures that interventions are not limited to income-generation alone but encompass other critical dimensions of well-being, such as education, healthcare, and infrastructure. Consequently, poverty reduction strategies become more effective, comprehensive, and sustainable.

Additional Applications of the Multidimensional Poverty Index

The Multidimensional Poverty Index (MPI) is a powerful tool that goes beyond measuring poverty and well-being. It can be utilized in various ways to target services, assess program effectiveness, and monitor poverty reduction efforts.

One of the key applications of the MPI is in targeting services and conditional cash transfers. By identifying multidimensionally poor households, policymakers can allocate resources and design interventions that address specific deprivations. This targeted approach ensures that the most vulnerable individuals receive the support they need to break free from the cycle of poverty.

The MPI’s methodology allows for periodic updates, enabling policymakers to track changes in poverty levels and target interventions accordingly. By regularly assessing multidimensional poverty, governments and organizations can evaluate the impact of their poverty reduction programs and make informed decisions to improve their effectiveness.

Furthermore, the MPI provides valuable insights into the performance of poverty reduction programs. It allows policymakers to monitor the progress and outcomes of these initiatives, identifying areas of success and areas that require further attention. This data-driven approach enables continuous improvement in poverty reduction strategies, ensuring that limited resources are utilized in the most impactful way.

Overall, the Multidimensional Poverty Index is a versatile tool that not only measures poverty but also contributes to the effective implementation of poverty reduction programs. Its applications in targeting services, monitoring program performance, and assessing the effectiveness of interventions make it an invaluable asset in the fight against poverty.

Example Applications of the MPI:

  • Targeting healthcare services to areas with high deprivation in health indicators.
  • Designing educational programs focused on regions with low educational enrollment and attainment.
  • Evaluating the impact of housing projects on reducing housing deprivation.
  • Assessing the effectiveness of vocational training programs in improving income opportunities.

Quote:

“The Multidimensional Poverty Index enables us to see poverty in all its dimensions and take targeted action to address it effectively.” – Dr. Sameen Sohail, Poverty Reduction Specialist

Applications of the Multidimensional Poverty Index

ApplicationDescription
Targeting ServicesIdentifying multidimensionally poor households to allocate resources and design interventions.
Monitoring Program PerformanceAssessing the progress and outcomes of poverty reduction programs.
Assessing Program EffectivenessEvaluating the impact of poverty reduction interventions and making necessary adjustments.
Tracking Changes in PovertyPeriodically updating poverty estimates to inform targeted interventions.

Resources on Multidimensional Poverty and Policy Approaches

When it comes to understanding and addressing poverty, valuable resources provide insights into multidimensional poverty and policy approaches. These resources offer case studies on how different countries have adapted and applied a multidimensional approach to measuring poverty, offering valuable lessons for poverty reduction efforts. Policymakers can refer to these resources for evidence-based strategies and best practices.

One such resource is a comprehensive study conducted by the Global Poverty and Inequality group, which explores the link between poverty reduction and multidimensional approaches. The study examines the impact of multidimensional poverty on economic growth, well-being, and social justice. It provides a deeper understanding of the complexities of poverty and the effectiveness of multidimensional approaches.

“A multidimensional approach to poverty analysis ensures that policy interventions address not only income inequality but also deprivations in other essential aspects of life, such as education, health, and infrastructure. By adopting a holistic perspective, countries can tailor poverty reduction strategies to target specific deprivations and prioritize areas in need.”

Case Studies:

  1. Colombia: Colombia’s National Planning Department has implemented a multidimensional poverty measure that incorporates indicators related to living conditions, education, health, and work. This approach allows policymakers to identify the most vulnerable populations and design targeted interventions.

  2. Mexico: Mexico’s Solidarity and Social Innovation Program uses a multidimensional approach to identify households living in extreme poverty. It considers various dimensions of poverty, such as income, education, health, and housing, to inform the allocation of social assistance and development programs.

  3. Bhutan: Bhutan has developed its own Gross National Happiness Index, which takes into account holistic well-being and sustainable development. This multidimensional approach values non-economic aspects of life, such as cultural preservation, environmental conservation, and good governance.

  4. China: China’s Poverty Alleviation Program adopts a multidimensional approach to target poverty reduction efforts. It combines income measures with indicators related to education, healthcare, infrastructure, and social security to create a more comprehensive understanding of poverty.

  5. El Salvador: El Salvador has implemented a multidimensional poverty measure that assesses living conditions, education, health, and work. This approach helps policymakers identify specific deprivations and design targeted interventions for those most in need.

  6. Malaysia: Malaysia’s Multidimensional Poverty Index incorporates indicators related to income, education, health, and living conditions. The index provides policymakers with a comprehensive view of poverty, guiding targeted interventions and resource allocation.

  7. Minas Gerais, Brazil: The state of Minas Gerais in Brazil has developed its own multidimensional poverty measure, focusing on dimensions such as living conditions, education, health, and work. This approach enables policymakers to identify regional disparities and tailor poverty reduction efforts accordingly.

Policy Approaches:

  • Data-driven policies: Multidimensional poverty analysis equips policymakers with data-driven insights, enabling evidence-based policy design and targeting of interventions to address specific deprivations.

  • Targeted interventions: By understanding the multidimensional nature of poverty, policymakers can design targeted interventions that address specific deprivations, such as access to healthcare, quality education, and basic infrastructure services.

  • Community participation: Policy approaches that involve active community participation empower individuals to identify their own needs, priorities, and solutions, enabling a more sustainable and effective approach to poverty reduction.

Conclusion

The Multidimensional Poverty Index (MPI) is a powerful tool in measuring poverty with a comprehensive approach. By considering multiple dimensions of well-being beyond income, the MPI provides a more holistic view of poverty in Pakistan and across the globe. It enables comparisons between different populations and regions, allowing policymakers to develop targeted strategies for poverty reduction.

A multidimensional approach to poverty is essential for understanding the complexities and challenges faced by poor communities. By incorporating indicators such as education, health, and living standards, the MPI captures the realities of poverty in a more nuanced manner. This approach goes beyond a monetary measure to identify specific deprivations and inform interventions that address the underlying causes of poverty.

Addressing poverty requires more than just economic growth. It requires understanding the multidimensional nature of poverty and tailoring policies accordingly. The MPI serves as a valuable tool for policymakers, as it provides a comprehensive picture of poverty and guides the development of targeted programs and initiatives. By utilizing the MPI, Pakistan and other countries can make significant progress towards reducing poverty and improving the well-being of their populations.

FAQ

What is the Multidimensional Poverty Index (MPI)?

The Multidimensional Poverty Index (MPI) is a comprehensive measure of poverty that goes beyond income and includes indicators such as consumption, educational attainment, basic infrastructure services, and more.

How is the MPI calculated?

The MPI is calculated based on six indicators weighted equally across three dimensions of well-being. Individuals are considered multidimensionally deprived if they fall short in at least one dimension or combination of indicators.

What is the global MPI headcount ratio?

The global MPI headcount ratio was approximately 14.5 percent in 2018, indicating the percentage of the population experiencing multidimensional poverty.

What regions have the highest multidimensional poverty rates?

Sub-Saharan Africa and South Asia are hotspots for multidimensional poverty, with half of the population in Sub-Saharan Africa and 17 percent in South Asia experiencing poverty across multiple dimensions.

What are the most common deprivations globally?

Inadequate access to sanitation is the most common deprivation globally, followed by educational attainment and access to electricity.

How are multidimensional poverty measures different from monetary measures?

While monetary measures focus on income, multidimensional measures capture various deprivations beyond income and provide a more comprehensive understanding of poverty.

How can the MPI be used?

The MPI can be used to create a comprehensive picture of poverty, inform targeted poverty reduction strategies, monitor program performance, and develop tailored interventions.

Are there national and local multidimensional poverty measures?

Yes, many countries have their own measures incorporating indicators relevant to their specific contexts, which provide insights into poverty and inform targeted strategies.

What is the link between monetary and multidimensional poverty?

Not all income poor individuals are multidimensionally poor, and vice versa. Understanding this relationship is crucial for developing effective poverty reduction policies and programs.

How does multidimensional poverty analysis inform policy-making?

Multidimensional poverty analysis provides insights into specific deprivations, allowing for tailored poverty reduction strategies based on the needs and priorities of different communities.

What are the additional applications of the MPI?

The MPI can be adapted to target services, monitor program effectiveness, and evaluate poverty reduction programs.

Where can I find resources on multidimensional poverty and policy approaches?

Various resources provide case studies on different countries’ approaches, including Colombia, Mexico, Bhutan, China, El Salvador, Malaysia, and Minas Gerais in Brazil, offering insights into policy approaches for poverty reduction.

Why is a multidimensional approach important in poverty measurement?

A multidimensional approach provides a more comprehensive and holistic understanding of poverty, going beyond income and informing targeted poverty reduction strategies.

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