The document discusses analyzing factors for sectoral growth using data from the National Sample Survey 64th round. It outlines the data model used to combine text files and states into different levels for analysis. Some key metrics analyzed include literacy rates, medical and consumption expenditures, sex ratios, food vs non-food spending, and PDS penetration across states. States are also analyzed based on per capita expenditure on consumer durables and the correlation between monthly per capita expenditure and income.
1. The document provides an overview of emerging trends in rural India based on census and survey data.
2. It finds that rural populations remain large but growing more slowly, with two-fifths of villages accounting for four-fifths of the population.
3. Rural markets and incomes are becoming more heterogeneous, with literacy, media exposure, and marketing efforts rising rapidly across regions.
This document contains summaries of various analytics projects conducted by inTouch analytics for clients across multiple industries:
- Customer loyalty and retail programs for food/beverage, beauty, communications, and jewelry companies involving customer segmentation, attrition modeling, and redemption predictions.
- Predictive modeling for pricing, marketing program performance, and people/talent analytics for various businesses.
- Consumer research, mystery shopping, and retail audits for restaurants, education, petroleum, and luxury brands.
- Descriptive analytics including customer profiling and segmentation for a food/beverage loyalty program with over 350,000 members.
- Revenue management analytics and usage forecasting for a global communications service provider.
The document discusses Udaipur, India as a potential market for retail development. Some key points:
- Udaipur has a consumer base of over 1.4 million with high incomes and aspirations but limited retail options currently.
- It is one of the top 20 cities in India for retail penetration in non-metro markets and has higher employment than several other Indian cities.
- Developing retail in Udaipur could tap into customers from important nearby religious sites and provide year-round shopping opportunities.
The document provides a performance update of recommended mutual funds for the first half of 2011. It summarizes that equity markets performed negatively in the first half, with most indices showing declines of over 5%. It then analyzes the performance of specific mutual fund categories, noting that debt funds outperformed equity funds. Large cap, mid cap, and small cap equity funds saw some of the largest declines. The document concludes by reviewing the performance and investment strategies of two recommended large cap equity funds, HDFC Top 200 Fund and Franklin India Bluechip Fund, during this period.
NCRI - Latest Evidence For Screening In Cancer (March08)Alex J Mitchell
This is a briefing given to the COMPASS group http://www.compasscollaborative.com/ part of the NCRI regarding the latest methods of screening for distress in cancer.
Pangaea Agrochemicals is seeking £1.1 million in funding to commercialize its patented crop protection technology. The technology uses a synergist and microencapsulated pesticide to disable pest resistance mechanisms, allowing existing pesticides to work again. Trials show the technology is effective against several major pests affecting key crops worldwide, including pollen beetles, brown planthoppers, bollworms, and blackgrass. The funding will support product launches, licensing agreements with major partners are already in place, and financial projections estimate £59 million in annual sales and 84% profit margins within five years.
The document describes the author's observations of 6 different stores - a coffee shop, travel bag store, auto accessories store, bookstore, office furniture store, and bank. For each store, the author lists various details noticed about the store's appearance, products, staff, customers, and overall impression. The coffee shop, bookstore, and bank were the most positively observed stores with welcoming atmospheres and friendly staff, while the auto accessories and office furniture stores offered less appealing experiences.
Optimize Your Launch Sequence Strategies - White PaperPatrick Homer
Pharmaceutical companies face complex challenges in optimizing global pricing and launch sequencing strategies to maximize revenue from new product launches. The reference pricing matrix across countries is daunting and ever-changing, making it difficult to track pricing impacts and make meaningful decisions using basic tools. Advanced analytics are needed to quickly simulate launch scenarios, optimize pricing and sequencing, and monitor prices considering external impacts. This can help companies centralize strategies, accelerate decision-making, and reduce the risk of irreversible global price erosion that leads to lost revenues of tens to hundreds of millions of dollars.
1. The document provides an overview of emerging trends in rural India based on census and survey data.
2. It finds that rural populations remain large but growing more slowly, with two-fifths of villages accounting for four-fifths of the population.
3. Rural markets and incomes are becoming more heterogeneous, with literacy, media exposure, and marketing efforts rising rapidly across regions.
This document contains summaries of various analytics projects conducted by inTouch analytics for clients across multiple industries:
- Customer loyalty and retail programs for food/beverage, beauty, communications, and jewelry companies involving customer segmentation, attrition modeling, and redemption predictions.
- Predictive modeling for pricing, marketing program performance, and people/talent analytics for various businesses.
- Consumer research, mystery shopping, and retail audits for restaurants, education, petroleum, and luxury brands.
- Descriptive analytics including customer profiling and segmentation for a food/beverage loyalty program with over 350,000 members.
- Revenue management analytics and usage forecasting for a global communications service provider.
The document discusses Udaipur, India as a potential market for retail development. Some key points:
- Udaipur has a consumer base of over 1.4 million with high incomes and aspirations but limited retail options currently.
- It is one of the top 20 cities in India for retail penetration in non-metro markets and has higher employment than several other Indian cities.
- Developing retail in Udaipur could tap into customers from important nearby religious sites and provide year-round shopping opportunities.
The document provides a performance update of recommended mutual funds for the first half of 2011. It summarizes that equity markets performed negatively in the first half, with most indices showing declines of over 5%. It then analyzes the performance of specific mutual fund categories, noting that debt funds outperformed equity funds. Large cap, mid cap, and small cap equity funds saw some of the largest declines. The document concludes by reviewing the performance and investment strategies of two recommended large cap equity funds, HDFC Top 200 Fund and Franklin India Bluechip Fund, during this period.
NCRI - Latest Evidence For Screening In Cancer (March08)Alex J Mitchell
This is a briefing given to the COMPASS group http://www.compasscollaborative.com/ part of the NCRI regarding the latest methods of screening for distress in cancer.
Pangaea Agrochemicals is seeking £1.1 million in funding to commercialize its patented crop protection technology. The technology uses a synergist and microencapsulated pesticide to disable pest resistance mechanisms, allowing existing pesticides to work again. Trials show the technology is effective against several major pests affecting key crops worldwide, including pollen beetles, brown planthoppers, bollworms, and blackgrass. The funding will support product launches, licensing agreements with major partners are already in place, and financial projections estimate £59 million in annual sales and 84% profit margins within five years.
The document describes the author's observations of 6 different stores - a coffee shop, travel bag store, auto accessories store, bookstore, office furniture store, and bank. For each store, the author lists various details noticed about the store's appearance, products, staff, customers, and overall impression. The coffee shop, bookstore, and bank were the most positively observed stores with welcoming atmospheres and friendly staff, while the auto accessories and office furniture stores offered less appealing experiences.
Optimize Your Launch Sequence Strategies - White PaperPatrick Homer
Pharmaceutical companies face complex challenges in optimizing global pricing and launch sequencing strategies to maximize revenue from new product launches. The reference pricing matrix across countries is daunting and ever-changing, making it difficult to track pricing impacts and make meaningful decisions using basic tools. Advanced analytics are needed to quickly simulate launch scenarios, optimize pricing and sequencing, and monitor prices considering external impacts. This can help companies centralize strategies, accelerate decision-making, and reduce the risk of irreversible global price erosion that leads to lost revenues of tens to hundreds of millions of dollars.
...Design research does not actually begin with a master database. In this article, we explain the challenges of identifying the right problem and techniques for prioritizing problems.
Seeking out a problem is part science and part art. Individuals new to design research or who desire textbook solutions will find their first efforts especially challenging. Seasoned PhD design researchers in practice recognize that seeking out problems requires a careful balance of rigor, flexibility, and discovery. It is, assuredly, the most important step in obtaining results that are both relevant and enduring to the design process.
Healthcare Associated Infections (HAIs): Research NewsletterErin K. Peavey
In the US “One in 25 patients have a hospital-acquired
infection...Each day, over 205 deaths occur from HAIs...”
— Centers for Disease Control, 2011
An overview of this month’s article follows with bullet-points of the advantages and disadvantages of various environmental interventions in the prevention of Healthcare-Associated Infections (HAIs), often referred to as hospital-acquired infections. Paragraph summaries of Cleaning Strategies, Materials, Room Design and Hand-Hygiene are listed below. These provide broad themes and findings from the article. Reading the full article is always of benefit for a fuller understanding and is recommended. Click here to access the full article on the HERD Journal website.
This document contains contact information for Adventure Design, located at Gramsbergerweg 64 in 7772 PV Hardenberg, Netherlands. They can be reached by phone at 0523 – 760054 or 06 – 81538480 and by email at info@adventure-design.nl. Their website is www.adventure-design.nl.
Title: A Model for Success: The University Medical Center of Princeton at Plainsboro.
Summary: Having explored what it takes to be patient-focused, learned about emerging building typologies and models of care, and recognized the value of research, now we will look at it all in action. Through the example of the University Medical Center of Princeton at Plainsboro, we will hear how providers, designers, and researchers were able to come together to create a project that leveraged research and incorporated design innovations to create better project outcomes, today and for years to come.
EDRA, in partnership with the New York School of Interior Design *NYSID), was pleased to present "The Landscape of Accountable Care: How a Patient Focus is Changing the Industry", October 11, 2013 at the New York School of Interior Design in New York City. http://edra.org/sites/default/files/pdfs/UniversityMedicalCenter_Final.pdf
...What is POE? In practice, there are two types of POEs. One is more surface level and involves looking at a space and assessing whether it meets the specification and performance metrics for which it was designed following a facility’s occupation. The second, more progressive, definition is research-focused and looks beneath the surface to understand the impact of the built environment on users...
Idiots guide to setting up a data science teamAshish Bansal
Some nuggets of how I started the data science practice at Gale Partners on a budget. Presented at the Toronto Hadoop Users Group (THUG) in April, 2015.
Smit b tech 1st year assignment of communication skills on market survey repo...Sunny Kumar
Maggi is a popular brand of instant noodles and other food products in India. A market survey report analyzed Maggi's products, consumer tastes, demographics, market share, and brand strengths and weaknesses. The report found that Maggi was successful by understanding Indian consumers and aligning with their preferences rather than trying to change them. When consumers wanted healthier options, Maggi launched new variants like atta noodles. The brand also invested heavily in understanding and responding to consumers through product innovation and brand building campaigns.
This document discusses validation for different types of data when writing test cases and executing tests. It provides information on validating text fields, date fields, and numeric data. For text fields, it describes validating mandatory fields, maximum length, accepted special characters, trimming spaces, and case sensitivity. For date fields, it discusses validating format, comparing to current and other dates. For numeric data, it covers validating mandatory fields, maximum and minimum values, integer/decimal, positive/negative, and format conversion. The document concludes by inviting discussion.
Este documento discute conceitos básicos de lógica de programação e algoritmos. Ele explica o que são algoritmos, variáveis, tipos de dados, estruturas de controle e repetição. Além disso, apresenta exemplos de algoritmos não computacionais e computacionais utilizando a linguagem Portugol.
Data validation is the process of checking database to ensure that the information gathered from different data sources is clean, accurate and in a standard format. Data validation can be simple or complex, depending upon the way it is performed. For example, validating email address, or phone numbers is easy. On the other hand, checking different data fields for consistency and accuracy in a master database will be complex. In a nutshell, data needs to be validated at the same stage/level where it’s most likely to be erroneous.
The document discusses prototyping and provides examples of different types of prototypes including paper prototypes, digital prototypes, storyboards, role plays, and space prototypes. It explains that prototyping is used to make ideas tangible and test reactions from users in order to gain insights. Prototypes should be iterated on and fail early to push ideas further and save time and money. Both low and high fidelity prototypes are mentioned as ways to test ideas at different stages of the design process.
10 Insightful Quotes On Designing A Better Customer ExperienceYuan Wang
In an ever-changing landscape of one digital disruption after another, companies and organisations are looking for new ways to understand their target markets and engage them better. Increasingly they invest in user experience (UX) and customer experience design (CX) capabilities by working with a specialist UX agency or developing their own UX lab. Some UX practitioners are touting leaner and faster ways of developing customer-centric products and services, via methodologies such as guerilla research, rapid prototyping and Agile UX. Others seek innovation and fulfilment by spending more time in research, being more inclusive, and designing for social goods.
Experience is more than just an interface. It is a relationship, as well as a series of touch points between your brand and your customer. Here are our top 10 highlights and takeaways from the recent UX Australia conference to help you transform your customer experience design.
For full article, continue reading at https://yump.com.au/10-ways-supercharge-customer-experience-design/
http://inarocket.com
Learn BEM fundamentals as fast as possible. What is BEM (Block, element, modifier), BEM syntax, how it works with a real example, etc.
How to Build a Dynamic Social Media PlanPost Planner
Stop guessing and wasting your time on networks and strategies that don’t work!
Join Rebekah Radice and Katie Lance to learn how to optimize your social networks, the best kept secrets for hot content, top time management tools, and much more!
Watch the replay here: bit.ly/socialmedia-plan
The document discusses how personalization and dynamic content are becoming increasingly important on websites. It notes that 52% of marketers see content personalization as critical and 75% of consumers like it when brands personalize their content. However, personalization can create issues for search engine optimization as dynamic URLs and content are more difficult for search engines to index than static pages. The document provides tips for SEOs to help address these personalization and SEO challenges, such as using static URLs when possible and submitting accurate sitemaps.
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.
Andreas Schleicher presents PISA 2022 Volume III - Creative Thinking - 18 Jun...EduSkills OECD
Andreas Schleicher, Director of Education and Skills at the OECD presents at the launch of PISA 2022 Volume III - Creative Minds, Creative Schools on 18 June 2024.
...Design research does not actually begin with a master database. In this article, we explain the challenges of identifying the right problem and techniques for prioritizing problems.
Seeking out a problem is part science and part art. Individuals new to design research or who desire textbook solutions will find their first efforts especially challenging. Seasoned PhD design researchers in practice recognize that seeking out problems requires a careful balance of rigor, flexibility, and discovery. It is, assuredly, the most important step in obtaining results that are both relevant and enduring to the design process.
Healthcare Associated Infections (HAIs): Research NewsletterErin K. Peavey
In the US “One in 25 patients have a hospital-acquired
infection...Each day, over 205 deaths occur from HAIs...”
— Centers for Disease Control, 2011
An overview of this month’s article follows with bullet-points of the advantages and disadvantages of various environmental interventions in the prevention of Healthcare-Associated Infections (HAIs), often referred to as hospital-acquired infections. Paragraph summaries of Cleaning Strategies, Materials, Room Design and Hand-Hygiene are listed below. These provide broad themes and findings from the article. Reading the full article is always of benefit for a fuller understanding and is recommended. Click here to access the full article on the HERD Journal website.
This document contains contact information for Adventure Design, located at Gramsbergerweg 64 in 7772 PV Hardenberg, Netherlands. They can be reached by phone at 0523 – 760054 or 06 – 81538480 and by email at info@adventure-design.nl. Their website is www.adventure-design.nl.
Title: A Model for Success: The University Medical Center of Princeton at Plainsboro.
Summary: Having explored what it takes to be patient-focused, learned about emerging building typologies and models of care, and recognized the value of research, now we will look at it all in action. Through the example of the University Medical Center of Princeton at Plainsboro, we will hear how providers, designers, and researchers were able to come together to create a project that leveraged research and incorporated design innovations to create better project outcomes, today and for years to come.
EDRA, in partnership with the New York School of Interior Design *NYSID), was pleased to present "The Landscape of Accountable Care: How a Patient Focus is Changing the Industry", October 11, 2013 at the New York School of Interior Design in New York City. http://edra.org/sites/default/files/pdfs/UniversityMedicalCenter_Final.pdf
...What is POE? In practice, there are two types of POEs. One is more surface level and involves looking at a space and assessing whether it meets the specification and performance metrics for which it was designed following a facility’s occupation. The second, more progressive, definition is research-focused and looks beneath the surface to understand the impact of the built environment on users...
Idiots guide to setting up a data science teamAshish Bansal
Some nuggets of how I started the data science practice at Gale Partners on a budget. Presented at the Toronto Hadoop Users Group (THUG) in April, 2015.
Smit b tech 1st year assignment of communication skills on market survey repo...Sunny Kumar
Maggi is a popular brand of instant noodles and other food products in India. A market survey report analyzed Maggi's products, consumer tastes, demographics, market share, and brand strengths and weaknesses. The report found that Maggi was successful by understanding Indian consumers and aligning with their preferences rather than trying to change them. When consumers wanted healthier options, Maggi launched new variants like atta noodles. The brand also invested heavily in understanding and responding to consumers through product innovation and brand building campaigns.
This document discusses validation for different types of data when writing test cases and executing tests. It provides information on validating text fields, date fields, and numeric data. For text fields, it describes validating mandatory fields, maximum length, accepted special characters, trimming spaces, and case sensitivity. For date fields, it discusses validating format, comparing to current and other dates. For numeric data, it covers validating mandatory fields, maximum and minimum values, integer/decimal, positive/negative, and format conversion. The document concludes by inviting discussion.
Este documento discute conceitos básicos de lógica de programação e algoritmos. Ele explica o que são algoritmos, variáveis, tipos de dados, estruturas de controle e repetição. Além disso, apresenta exemplos de algoritmos não computacionais e computacionais utilizando a linguagem Portugol.
Data validation is the process of checking database to ensure that the information gathered from different data sources is clean, accurate and in a standard format. Data validation can be simple or complex, depending upon the way it is performed. For example, validating email address, or phone numbers is easy. On the other hand, checking different data fields for consistency and accuracy in a master database will be complex. In a nutshell, data needs to be validated at the same stage/level where it’s most likely to be erroneous.
The document discusses prototyping and provides examples of different types of prototypes including paper prototypes, digital prototypes, storyboards, role plays, and space prototypes. It explains that prototyping is used to make ideas tangible and test reactions from users in order to gain insights. Prototypes should be iterated on and fail early to push ideas further and save time and money. Both low and high fidelity prototypes are mentioned as ways to test ideas at different stages of the design process.
10 Insightful Quotes On Designing A Better Customer ExperienceYuan Wang
In an ever-changing landscape of one digital disruption after another, companies and organisations are looking for new ways to understand their target markets and engage them better. Increasingly they invest in user experience (UX) and customer experience design (CX) capabilities by working with a specialist UX agency or developing their own UX lab. Some UX practitioners are touting leaner and faster ways of developing customer-centric products and services, via methodologies such as guerilla research, rapid prototyping and Agile UX. Others seek innovation and fulfilment by spending more time in research, being more inclusive, and designing for social goods.
Experience is more than just an interface. It is a relationship, as well as a series of touch points between your brand and your customer. Here are our top 10 highlights and takeaways from the recent UX Australia conference to help you transform your customer experience design.
For full article, continue reading at https://yump.com.au/10-ways-supercharge-customer-experience-design/
http://inarocket.com
Learn BEM fundamentals as fast as possible. What is BEM (Block, element, modifier), BEM syntax, how it works with a real example, etc.
How to Build a Dynamic Social Media PlanPost Planner
Stop guessing and wasting your time on networks and strategies that don’t work!
Join Rebekah Radice and Katie Lance to learn how to optimize your social networks, the best kept secrets for hot content, top time management tools, and much more!
Watch the replay here: bit.ly/socialmedia-plan
The document discusses how personalization and dynamic content are becoming increasingly important on websites. It notes that 52% of marketers see content personalization as critical and 75% of consumers like it when brands personalize their content. However, personalization can create issues for search engine optimization as dynamic URLs and content are more difficult for search engines to index than static pages. The document provides tips for SEOs to help address these personalization and SEO challenges, such as using static URLs when possible and submitting accurate sitemaps.
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.
Andreas Schleicher presents PISA 2022 Volume III - Creative Thinking - 18 Jun...EduSkills OECD
Andreas Schleicher, Director of Education and Skills at the OECD presents at the launch of PISA 2022 Volume III - Creative Minds, Creative Schools on 18 June 2024.
A Free 200-Page eBook ~ Brain and Mind Exercise.pptxOH TEIK BIN
(A Free eBook comprising 3 Sets of Presentation of a selection of Puzzles, Brain Teasers and Thinking Problems to exercise both the mind and the Right and Left Brain. To help keep the mind and brain fit and healthy. Good for both the young and old alike.
Answers are given for all the puzzles and problems.)
With Metta,
Bro. Oh Teik Bin 🙏🤓🤔🥰
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
This presentation was provided by Racquel Jemison, Ph.D., Christina MacLaughlin, Ph.D., and Paulomi Majumder. Ph.D., all of the American Chemical Society, for the second session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session Two: 'Expanding Pathways to Publishing Careers,' was held June 13, 2024.
How to Manage Reception Report in Odoo 17Celine George
A business may deal with both sales and purchases occasionally. They buy things from vendors and then sell them to their customers. Such dealings can be confusing at times. Because multiple clients may inquire about the same product at the same time, after purchasing those products, customers must be assigned to them. Odoo has a tool called Reception Report that can be used to complete this assignment. By enabling this, a reception report comes automatically after confirming a receipt, from which we can assign products to orders.
1. National Sample Survey 64th
Round
Insights into Datamining and
evaluating factors for Sectoral growth
2. Agenda
• To Data mine the NSS data for evaluating socio economic
variables for understanding:
– Education
– Health
– Employment and Income
– Rural livelihoods and governance issues
– Income and consumption
– Sectoral growth driving State Domestic Product growth in
Karnataka, Rajasthan, Uttarakhand, Chattisgarh and
Madhya Pradesh
3. National Sample Survey- A Brief
• NSSO has been conducting multi-subject integrated sample surveys since
1950.
• Mainly four types
• Household Surveys
• Enterprise Surveys
• Village Facilities
• Land & Livestock holdings
• There is a well defined cycle of the surveys extending over a period of 10
years.
• The surveys are conducted through interviews of a representative sample
of households selected randomly through a scientific design and cover
almost the entire geographical area of India.
4. The Data Model
Convert 8 text
files into 7 levels
Combine all
states into 7
levels
Combine 7
levels into one
file
5. NSS 64th ROUND DATA MODEL
LEVEL 2 LEVEL 3 LEVEL 1
Common Items Common Items Centre code,Round,Shift
Level Level FSU Serial number
Filler Filler Round
HH Size Person Srl No. State-Region
Religion Relation District
Social Group Sex FOD Sub-Region
Type of dwelling code Age hg/ sb Number
Type of structure Marital Status Second Stage Stratum
MPCE(Rs. 0.00) General Education HHS No.
Level
Filler
LEVEL 4
Common Items
Level
Filler
Item Code
Quantity(0.000) LEVEL 7
Value(Rs. in whole no.) Common Items
Source Level
Filler
Item Code
LEVEL 5 LEVEL 6 First-hand purchase:Number
Common Items Common Items Whether hirepurchased?
Level Level First-hand purchase:Value
Filler Filler Cost-raw material,service & repair
Item Code Item Code 2nd-hand purchase:Number
Quantity(0.000) Quantity(0.000) 2nd-hand purchase:Value
Value(Rs. in whole no.) Value(Rs. in whole no.) Total expenditure
6. Social Contributors to well being
• For many years, using a monetary measure like GDP per capita as a proxy
for the population’s wellbeing made much sense, at least for developed
countries.
• The consensus on the use of GDP per capita as a good proxy measure of
well-being is, however, becoming less obvious also for economists, as the
more developed societies move from a situation of scarcity to a situation
of plenty.
• While the level and change in gross domestic product (GDP) per capita
have long been used as the main yardstick for measuring and comparing
living standards across countries, policy makers and citizens are concerned
with much more than just GDP per capita.
• An alternative measure of well being are social indicators.
• Social indicators focus on observable outcomes in a variety of fields
health, literacy, and poverty.
7. Literacy Rate
0.00%
100.00%
10.00%
20.00%
30.00%
40.00%
50.00%
60.00%
70.00%
80.00%
90.00%
Bihar
Jharkhand
East
Orissa
West Bengal
Uttar Pradesh
Chhattisgarh
61.00%
Madhya Pradesh
62.00%
Jammu & Kashmir
Haryana
North
Uttaranchal
67.00%
Punjab
Chandigarh
Himachal Pradesh
Delhi
Arunachal Pradesh
Tripura
Assam
Manipur
Literacy Rate
Sikkim
North East
Meghalaya
Nagaland
Mizoram
Andhra Pardesh
Karnataka
66.00%
Tamil Nadu
Andaman & Nicober
South
Lakshadweep
Pondicheri
Kerala
Rajasthan
53.00%
Dadra & Nagar Haveli
Gujarat
West
Maharashtra
Goa
Daman & Diu
Avg. Literacy Rate 63%
8. 100
200
300
400
500
700
800
900
1000
600
0
Bihar
West Bengal
East
Jharkhand
Orissa
Jammu & Kashmir
Himachal Pradesh
Punjab
Chandigarh
381
Uttaranchal
91
North
Haryana
Delhi
Uttar Pradesh
83
Chhattisgarh
574
102
Madhya Pradesh
316
Sikkim
Arunachal Pradesh
Rural_MPCE on medical expenses
Nagaland
Manipur
Mizoram
North-East
Tripura
Meghalaya
Assam
Andhra Pradesh
143
Karnataka
297
Lakshadweep
Urban_MPCE on medical expenses
South Kerala
Tamil Nadu
Puducherry
Andaman & Nicobar
221
Rajasthan
163
State-wise Institutional and Non-Institutional Medical Expenditure
Gujarat
Daman & Diu
West
Dadra & Nagar Haveli
Maharashtra
Goa
9. 600
800
1000
1200
1400
1600
1800
2000
2200
2400
2600
Bihar
Orissa
East
Jharkhand
West Bengal
Chhattisgarh
732
Madhya Pradesh
Uttar Pradesh
765 772
Uttaranchal
977
Jammu & Kashmir
North
Haryana
Himachal Pradesh
Punjab
Delhi
Chandigarh
Assam
Manipur
Tripura
Sikkim
Meghalaya
North-East
Arunachal Pradesh
Mizoram
Nagaland
Andhra Pradesh
State-wise MPCE Distribution
Tamil Nadu
Karnataka
1098
South Puducherry
Lakshadweep
Kerala
Andaman & Nicobar
Rajasthan
906
Dadra & Nagar Haveli
Gujarat
West
Maharashtra
Goa
Daman & Diu
10.
11. India’s Sex Ratio
• The rise of boy child population in India for the past twenty years parallels
the experience of other Asian Countries such as China and South Korea.
• The new technology has aggravated the social problem of bias against girl
child and continues to have caused the drastic reduction in the proportion
of female children.
• India's sex ratio, among children aged 0-6 years, is alarming. The ratio has
declined from 976 females (for every 1000 males) in 1961 to 914 in 2011.
12. 1500
2000
2500
1000
500
0
Orissa
Bihar
East
West Bengal
Jharkhand
Haryana
825
Chhattisgarh
962
Chandigarh
Delhi
Uttar Pradesh
North
Punjab
Himachal Pradesh
Uttaranchal 912
962
Jammu & Kashmir
955
Madhya Pradesh
904
Assam
Arunachal Pradesh
Urban_sex ratio
Nagaland
Sikkim
Mizoram
North-East
Manipur
Meghalaya
Rural_sex ratio
Tripura
Andaman & Nicobar
933
Karnataka
988
Andhra Pradesh
South Tamil Nadu
Puducherry
Kerala
Lakshadweep
Dadra & Nagar Haveli
Daman & Diu
Gujarat
West
897
Rajasthan
946
Maharashtra
Goa
13. 1500
2000
2500
1000
500
0
Orissa
Jharkhand
East
West Bengal
Bihar
564
Chhattisgarh
960
642
Uttaranchal
865
Punjab
Uttar Pradesh
801
Madhya Pradesh
978
North
Chandigarh
Jammu & Kashmir
Haryana
Delhi
Himachal Pradesh
Assam
Mizoram
Urban_0-6yrs
Nagaland
Manipur
Arunachal Pradesh
North-East
Meghalaya
Rural_0-6yrs
Sikkim
Tripura
Lakshadweep
Andhra Pradesh
855
Karnataka
987
South Tamil Nadu
Kerala
Puducherry
Andaman & Nicobar
Goa
Daman & Diu
765
Rajasthan
849
West
Dadra & Nagar Haveli
Maharashtra
Gujarat
14. Andaman and Nicobar District Analysis
Andaman and Nicobar District Analysis – 1-6 years female population
State Code State Sector Age District Total Females
35 Andaman & Urban 1 South Andaman 1556
Nicober
35 Andaman & Urban 2 South Andaman 3307
Nicober
35 Andaman & Urban 3 South Andaman 1857
Nicober
35 Andaman & Urban 4 South Andaman 1611
Nicober
35 Andaman & Urban 6 South Andaman 2327
Nicober
15. Andaman and Nicobar District Analysis
Andaman and Nicobar District Analysis – 1-6 years male population
State Code State Sector Age District Total Males
35 Andaman & Urban 1 South Andaman 536
Nicober
35 Andaman & Urban 2 South Andaman 2223
Nicober
35 Andaman & Urban 3 South Andaman 559
Nicober
35 Andaman & Urban 4 South Andaman 525
Nicober
35 Andaman & Urban 5 South Andaman 596
Nicober
16. Food and Non-Food Expenditure
• Consumption is primarily of two types – lifeline and lifestyle. Lifeline may
have further division into food and non-Food like medical, education,
clothing etc. while lifestyle may include entertainment, processed food,
white goods etc.
• The level of MPCE has an inverse relationship to the proportion of food
expenditure.
• As the income of a household increases, they tend to spend a lower
proportion on food even though the overall expenditure on food may rise.
17. 50%
100%
0%
Orissa
Bihar
East
Jharkhand
West Bengal
Chhattisgarh
Madhya Pradesh
Uttar Pradesh
Uttaranchal
Jammu & Kashmir
North
Himachal Pradesh
Haryana
Punjab
Delhi
Chandigarh
Food
Manipur
Sikkim
Assam
Meghalaya
Non-Food
Tripura
North-East
Arunachal Pradesh
Mizoram
Nagaland
Andhra Pradesh
%food_MPCE
Food and Non Food Expenditure
Tamil Nadu
Karnataka
Puducherry
South Kerala
Andaman & Nicobar
Lakshadweep
Rajasthan
Dadra & Nagar Haveli
Maharashtra
West
Gujarat
Daman & Diu
Goa
0
200
400
600
800
1000
1200
1400
1600
1800
18. Public Distribution System – A Brief
• Public Distribution System [PDS] can be described as – an essential
element of the Government’s safety net to the poor.
• PDS mainly sells
• Wheat/Atta
• Rice
• Sugar
• Kerosene
• The PDS in the country is functioning but needs further push to ensure
door-to-door delivery and probably short term credit facilities to the
Fair Price Shops [FPS].
• The performance of PDS in certain states viz Rajasthan when
compared to other main wheat consuming states in terms of offtakes
as percent of allocation by the Central Government is the lowest.
19. 10
20
30
40
50
60
70
80
90
100
0
Bihar
Jharkhand
East
Orissa
West Bengal
Uttar Pradesh
53
Chhattisgarh
31
Madhya Pradesh
Jammu & Kashmir
Haryana
North
38
Uttaranchal
Punjab
Himachal Pradesh
Delhi
Arunachal Pradesh
Tripura
Assam
Manipur
Sikkim
North East
Meghalaya
Nagaland
Mizoram
Andhra Pardesh
PDS Penetration – Rural Sector
59
Karnataka
Tamil Nadu
Andaman & Nicober
South
Lakshadweep
Pondicheri
Kerala
12
Rajasthan
Dadra & Nagar Haveli
Gujarat
West
Maharashtra
Goa
Daman & Diu
PDS Penetration 37%
21. The SEC System to analyze States
• The new SEC system is used to classify households in India.
It’s based on two variables:
• Education of chief earner
• Number of “consumer durables” ( from a predefined list)- owned
by the family.
• The list has 11 items ranging from ‘electricity connection’ and ‘agricultural
land’- to cars and air conditioners.
• We have analyzed states on the basis of their per capita expenditure on
consumer durables.
22.
23. MPCE V/S MPCI
• The more you earn, more you have ability to spend.
• The hypothesis was - MPCE would be highly correlated with
MPCI(Monthly per capita Income)
• We found that there is 84% correlation between both of
them.
25. MPCE Vs Household Size
• There exist a negative correlation between household size and
average household consumer expenditure.
• This means as household size decreases, the per capita
household consumer expenditure increases.
• MPCE is negatively correlated with Household Size.
27. MPCE Vs Literacy Rate
• The illiteracy level is believed to decline with a rise in the
MPCE of the household.
• There exists a strong association between Literacy and MPCE.
The correlation is 0.54.
29. Conclusion
• Rajasthan:
– With the average Literacy rate at 63%, Rajasthan with Literacy rate of
53% lies below the average and needs to improve on this metric.
– Average MPCE of India is Rs. 955. MPCE of Rajasthan is Rs. 906.
Rajasthan again lies below the average and can improve on this
metric.
– Rajasthan can improve it’s PDS also.
30. Conclusion
• Karnataka:
– In the Urban sector, the gender ratio for 1-6 years is 855 females to
1000 males while in the rural sector it is 987 females:1000 males.
• Chattisgarh:
– Chattisgarh has a Literacy rate of 61% lies just below the national
average.
– MPCE of Chattisgarh is Rs. 732. Chattisgarh lies below the average and
can improve on this metric.
– The gender ratio for age 1 to 6 years is startling. It is an abysmal 564
females to 1000 males.
31. Conclusion
• Madhya Pradesh:
– In the Urban sector, the gender ratio for 1-6 years is 801 females to
1000 males while in the rural sector it is 978 females:1000 males
– MPCE is Rs 764 and literacy rate is 62%.
– The per capita disposable income is lower in Madhya Pradesh than
other states.
• Uttaranchal:
– The gender ratio for ages 1 to 6 years in urban areas is 642 females to
1000 females while in rural areas it is 865 females to 1000 males.