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8/8/2019 Well Being in India Report
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STRATEGIC MANAGEMENT GROUP 0
0STRATEGIC MANAGEMENT GROUP
Well Being in India: disparity and surprisesacross districts
June 15, 2010
STRATEGIC MANAGEMENT GROUP
© COPYRIGHT, Tata Strategic Management Group, 2010. All Rights Reserved. No part of this document may be circulated,quoted, or reproduced for distribution. The contents of this document are the intellectual property of Tata Strategic ManagementGroup. These may not be used without prior written permission of Tata Strategic Management Group.
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STRATEGIC MANAGEMENT GROUP 1
1STRATEGIC MANAGEMENT GROUP
Quality of Life – Definition by Prof. Joseph Stiglitz
Quality of Life:
“It is a broader concept than economic production and livingstandards which includes the full range of factors that influences what wevalue in living, reaching beyond its material side.”
- Prof. Joseph Stiglitz, Commission on Measurementof Economic & Social Progress - 2009
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STRATEGIC MANAGEMENT GROUP 2
2STRATEGIC MANAGEMENT GROUP
Quality of Life & Well Being : Indian context
Well being, in the Indian context needs to consider a range of
indicators representing material and social factors
Essential to look at a smaller geographical unit say, a district, instead
of a typical state
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STRATEGIC MANAGEMENT GROUP 33
STRATEGIC MANAGEMENT GROUP
Using NSSO household surveys data (63 rd round on consumer
expenditure), a scoring methodology was used to compute the well
being index for each district in India
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STRATEGIC MANAGEMENT GROUP 44
STRATEGIC MANAGEMENT GROUP
8 different categories carefully selected to form the index on the basis of their ability to explain the well being of households
Institutional and Non-institutional medical expenseHealthcare
Expense on conveyance & ownership of personal transport vehicles like bicycle, motor cycle, scooter, motor car and jeepTransportation
Expense on landline telephone and mobile & ownership of telephone instrument andmobile handsetCommunication
Expense on entertainment & ownership of radio, television, VCR/VCP/DVD player, taperecorder, CD player and personal computer Entertainment
Expense on washing soap/soda, other washing requisites ,women and men toiletries &ownership of white goods like washing machine & water purifier Hygiene
Literacy rate & expense on educationEducation
Primary source of energy for cooking & ownership of appliances/white goods like stove,pressure cooker & refrigerator Kitchen facilities
Type of home (pucca / kaccha), primary source of energy for lighting, electricity units
consumed, expense on domestic servant /cook and LPG, ownership of air conditioner /cooler Home amenities
DescriptionCategory
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STRATEGIC MANAGEMENT GROUP 55
STRATEGIC MANAGEMENT GROUP
Methodology
Consumer Expenditure,
NSSO, 06-07Census, 2001
National Crime
Record Bureau, 06-07
Score Households
Score and Rank Districts
Plot Index on India map
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STRATEGIC MANAGEMENT GROUP 77
STRATEGIC MANAGEMENT GROUP
Well Being Index reveals wide diversity and disparity across districts, oftenwithin the same state
District-wise Well Being Index
• Marked difference betweenEastern & Central India
• Best districts are in Punjab,Haryana & Delhi
• Huge variation across districtseven in the same state
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey data for 63 rd round (2006-07); Census 2001• Data on certain districts (uncoloured) in Jammu & Kashmir not available
DelhiCentral Delhi
MaharashtraMumbai Suburban
MaharashtraMumbai
DelhiNorth Delhi
DelhiNew Delhi
StateDistrict
Best 5
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STRATEGIC MANAGEMENT GROUP 88
STRATEGIC MANAGEMENT GROUP
While the WBI captures all major material parameters, it
does not include a very important reality of Indian society –
the well being, status and treatment of women
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STRATEGIC MANAGEMENT GROUP 99
STRATEGIC MANAGEMENT GROUP
Using Gender Ratio (Census, 2001) and data on Crime against women
(National Crime Bureau – 2006, 2007), a scoring methodology was used
to compute the Female Security Index for each district in India
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STRATEGIC MANAGEMENT GROUP 1010
STRATEGIC MANAGEMENT GROUP
3 categories selected to form the index on the basis of their ability to explainthe status and treatment of women in India
• Gender ratio
• Incidences of Rape*
• Dowry deaths*
* Incidences per female population of district
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STRATEGIC MANAGEMENT GROUP 1111
STRATEGIC MANAGEMENT GROUP
District-wise view of Female Security Index
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Data on certain districts (uncoloured) in Jammu & Kashmir not available
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STRATEGIC MANAGEMENT GROUP 1212
STRATEGIC MANAGEMENT GROUP
A female security index (FSI) has been created using gender ratio and crimeagainst women
District-wise Female Security Index
• Clear divide between North India
& South India, East India• Worst rating in Punjab, MP, West
UP, Haryana & Delhi
• Uttaranchal & Eastern UP better
• Peninsular India well placed• Huge disparity in Rajasthan
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Data on certain districts (uncoloured) in Jammu & Kashmir not available
Tamil NaduSivaganga
Tamil NaduVirudhunagar
Tamil NaduKarur
Tamil NaduThanjavur
Himachal PradeshHamirpur
StateDistrict
Best 5
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STRATEGIC MANAGEMENT GROUP 1313
STRATEGIC MANAGEMENT GROUP
Female Security Index – Category Map : Gender Ratio
• Bangalore Urban in Karnataka is the
only district in Karnataka which isbelow “Average”• Kargil, J&K; Mon, Nagaland &
Wardha, Maharashtra are “Worst” inGender Ratio but have lowest Rapes
and Dowry Deaths• Khordha is the only district in Orissa
which is below “Average”
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Data on certain districts (uncoloured) in Jammu & Kashmir not available
UttaranchalAlmora
UttaranchalRudraprayag
Daman & DiuDiu
KarnatakaUdupi
MaharastraRatnagiri
StateDistrict
Best 5
Highest Ratio – Best score
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STRATEGIC MANAGEMENT GROUP 1414
STRATEGIC MANAGEMENT GROUP
Female Security Index – Category Map : Rape Cases
• Quilon, Kerala is “Best” in FSI but
“Bad” in terms of Rape Incidences• Nalbari district is the only district inAssam which is above “Average”
• South Goa below “Average” whereasNorth Goa is above “Average”
• All districts in MP, Tripura, Sikkim &Mizoram are below “Average”
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Data on certain districts (uncoloured) in Jammu & Kashmir not available
Uttar PradeshSant Ravidas Nagar Bhadohi
NagalandMokokchung
GujaratNavsari
Uttar PradeshDeoria
NagalandTuensang
StateDistrict
Best 5
Least incidences – Best score
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STRATEGIC MANAGEMENT GROUP 1515
STRATEGIC MANAGEMENT GROUP
Female Security Index – Category Map : Dowry Deaths
• Some of the districts in ArunachalPradesh, Assam, Chhattisgarh, Delhi,
HP, J&K, Mizoram & Sikkim which are“Worst” in FSI have lowest DowryDeaths
• Gopalganj & Siwan, Bihar are “Best” inFSI but have highest Dowry Deaths
• Panchkula is the only district inHaryana which is above “Average”
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Data on certain districts (uncoloured) in Jammu & Kashmir not available
MaharashtraWardha
GujaratSurendranagar
KeralaErnakulam
KeralaKannur
KeralaMalappuram
StateDistrict
Best 5
Least incidences – Best score
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STRATEGIC MANAGEMENT GROUP 1616
STRATEGIC MANAGEMENT GROUP
A comparison of well being index and female security index reveals someinteresting and contra intuitive findings
District-wise Well Being Index District-wise Female Security Index
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)• Data on certain districts (uncoloured) in Jammu & Kashmir not available
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STRATEGIC MANAGEMENT GROUP 1717
STRATEGIC MANAGEMENT GROUP
Comparison of WBI and FSI maps
• Some of the most well off parts of India (Punjab, Delhi, Haryana and Western UP) as
indicated in Well Being Index have the worst rating in terms of Female Security Index
• Some of the ‘Bad’ or ‘Worst’ districts in WBI like Orissa, Eastern UP, West Bengal,
Jharkhand, Chhattisgarh and Bihar score well in the FSI
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STRATEGIC MANAGEMENT GROUP 1818
STRATEGIC MANAGEMENT GROUP
Conclusions
• Vivid diversity and disparity across districts
• There is no correlation between the Well Being Index and Female Security Index
• Insights on district should be the foundation for action planning and effective
performance
• Useful for all players, for eg.:
policy maker wishing to improve ‘well being’ in rural India
NGO aiming to improve gender equality
business house planning to increase the penetration of its goods or services
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Annexure
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STRATEGIC MANAGEMENT GROUP 2020
STRATEGIC MANAGEMENT GROUP
About National Sample Survey Organization (NSSO)
• NSSO is part of the Ministry of Statistics and Programme Implementation of Government of India
• The NSSO, since its inception, has been conducting multi-subject integrated sample surveys inthe form of successive rounds on countrywide basis relating to social, economic, demographic,industrial and agricultural statistics
• NSSO conducts surveys on multiple subjects with Consumer Expenditure being one of theprimary category along with Employment & Migration, Household Wealth & Finance, Educationamong others.
• NSSO is synonymous with reliable estimates on various aspects of economic and social life in
India based on large scale sample surveys
Source : NSSO website
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STRATEGIC MANAGEMENT GROUP 2121
STRATEGIC MANAGEMENT GROUP
Number of districts in each WBI and FSI category
FSI Group Worst Bad Average Good BestWorst 19 20 21 21 37Bad 29 26 21 18 22Average 39 20 24 17 20Good 20 28 26 31 11
Best 11 24 25 30 29
WBI Group
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
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STRATEGIC MANAGEMENT GROUP 2222
STRATEGIC MANAGEMENT GROUP
State-wise number of districts in WBI category
State Worst Bad Average Good Best Total State Worst Bad Average Good Best TotalAndaman & Nicober 1 1 2 Lakshadweep 1 1
Andhra Pradesh 5 8 8 2 23 Madhya Pradesh 9 15 13 5 3 45Arunachal Pradesh 4 3 3 3 13 Maharastra 1 3 12 9 10 35Assam 5 6 7 4 1 23 Manipur 1 1 2 3 2 9Bihar 30 5 2 37 Meghalaya 3 3 1 7Chandigarh 1 1 Mizoram 1 5 2 8Chhattisgarh 8 5 3 16 Nagaland 3 5 8Dadra & Nagar Haveli 1 1 Orissa 23 5 2 30Daman & Diu 2 2 Pondicherry 1 3 4Delhi 9 9 Punjab 2 15 17
Goa 2 2 Rajasthan 4 12 10 5 1 32Gujarat 3 1 5 11 5 25 Sikkim 1 1 2 4Haryana 2 4 13 19 Tamil Nadu 2 9 13 6 30Himachal Pradesh 5 7 12 Tripura 3 1 4Jammu & Kashmir 2 5 3 14 Uttar Pradesh 13 24 14 14 5 70Jharkhand 7 7 2 2 18 Uttaranchal 3 3 5 2 13Karnataka 3 8 9 4 3 27 West Bengal 3 8 3 3 1 18Kerala 3 11 14
WBI Category Distribution across States WBI Category Distribution across States
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
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STRATEGIC MANAGEMENT GROUP 2323
STRATEGIC MANAGEMENT GROUP
State-wise number of districts in FSI category
State Worst Bad Average Good Best Total State Worst Bad Average Good Best TotalAndaman & Nicober 1 1 2 Lakshadweep 1 1
Andhra Pradesh 1 2 9 11 23 Madhya Pradesh 26 11 6 2 45Arunachal Pradesh 7 1 4 1 13 Maharastra 4 10 15 6 35Assam 5 16 1 1 23 Manipur 1 2 6 9Bihar 4 18 12 1 2 37 Meghalaya 3 3 1 7Chandigarh 1 1 Mizoram 3 5 8Chhattisgarh 1 1 7 6 1 16 Nagaland 1 2 4 1 8Dadra & Nagar Haveli 1 1 Orissa 1 3 16 9 1 30Daman & Diu 1 1 2 Pondicherry 1 3 4Delhi 9 9 Punjab 4 7 6 17
Goa 1 1 2 Rajasthan 9 5 8 7 3 32Gujarat 1 17 7 25 Sikkim 3 1 4Haryana 15 3 1 19 Tamil Nadu 6 24 30Himachal Pradesh 2 3 1 4 2 12 Tripura 1 3 4Jammu & Kashmir 3 4 5 2 14 Uttar Pradesh 20 18 12 7 13 70Jharkhand 4 4 9 1 18 Uttaranchal 1 1 3 3 5 13Karnataka 2 8 17 27 West Bengal 5 8 5 18Kerala 2 12 14
FSI Category Distribution across States FSI Category Distribution across States
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
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STRATEGIC MANAGEMENT GROUP 2424
STRATEGIC MANAGEMENT GROUP
Best 20 and Worst 20 Districts – WBI
Sr. No. District Corresponding State Sr. No. District Corresponding State1 Central Delhi 1 Rayagada Orissa
2 New Delhi Delhi 2 Kandhamal Orissa3 North Delhi 3 Banka Bihar 4 Mumbai Maharashtra 4 Nuapada Orissa5 Mumbai Suburban Maharashtra 5 Sheohar Bihar 6 Dimapur Nagaland 6 Kawardha Chhattisgarh7 Pune Maharashtra 7 Baudh Orissa8 Chandigarh Chandigarh 8 East Kameng Arunachal Pradesh9 Bangalore Urban Karnataka 9 Balangir Orissa
10 Chennai Tamil Nadu 10 Koraput Orissa11 Kolkata West Bengal 11 Cachar Assam12 Pattanamtitta Kerala 12 Nalanda Bihar 13 Aizwal Mizoram 13 Kaimur (Bhabua) Bihar 14 South Goa Goa 14 Khagaria Bihar 15 Fatehgarh Sahib Punjab 15 Koppal Karnataka16 Patiala Punjab 16 Lohardaga Jharkhand17 Ahmedabad Gujarat 17 Dumka Jharkhand18 North Goa Goa 18 The Dangs Gujarat19 Jalandhar Punjab 19 Bargarh Orissa20 South Delhi 20 Araria Bihar
Worst 20 districts in terms of WBIBest 20 districts in terms of WBI
•
Analysis based on DisProTM
, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey data for 63 rd round (2006-07); Census 2001• Sr. No. 1 in Worst 20 table is the ‘Worst’
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STRATEGIC MANAGEMENT GROUP 2525
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Bihar
District Group India Rank District Group India RankPatna 298 Banka 587Aurangabad 346 Sheohar 585Munger 414 Nalanda 578Lakhisarai 431 Kaimur (Bhabua) 577Rohtas 462 Khagaria 576
District Group India Rank District Group India RankSiwan 77 Banka 542Gopalganj 107 Purnia 532Madhubani 220 Katihar 527Nawada 266 Kishanganj 485Saran 267 Patna 471
WBI
FSI
Bihar - Worst 5Bihar - Best 5
Bihar - Best 5 Bihar - Worst 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 2626
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Madhya Pradesh
District Group India Rank District Group India RankIndore 52 Dhar 567Ujjain 102 Damoh 566Bhopal 114 Sheopur 555Gwalior 130 Mandla 547Jabalpur 145 Tikamgarh 530
District Group India Rank District Group India RankJhabua 173 Gwalior 590Balaghat 212 Shivpuri 587Dindori 257 Vidisha 579Neemuch 297 Bhind 578Mandla 302 Datia 576
WBI
FSI Madhya Pradesh - Worst 5Madhya Pradesh - Best 5
Madhya Pradesh - Best 5 Madhya Pradesh - Worst 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 2727
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Maharashtra
District Group India Rank District Group India Rank
Mumbai 4 Gondiya 477Mumbai Suburban 5 Nandurbar 456Pune 7 Buldana 426Thane 29 Washim 420Ratnagiri 58 Jalna 353
District Group India Rank District Group India RankRatnagiri 14 Thane 440Sindhudurg 26 Mumbai 416Satara 83 Mumbai Suburban 404Raigarh 90 Latur 393Nandurbar 98 Aurangabad 348
Maharashtra - Best 5 Maharashtra - Worst 5WBI
FSIMaharashtra - Best 5 Maharashtra - Worst 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 2828
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Orissa
District Group India Rank District Group India Rank
Khordha 259 Rayagada 589Sambalpur 352 Kandhamal 588Kendujhar 418 Nuapada 586Sundargarh 423 Baudh 583Cuttack 425 Balangir 581
District Group India Rank District Group India RankGajapati 72 Khordha 512Ganjam 130 Anugul 407Baudh 139 Cuttack 378Nuapada 145 Nayagarh 363
Rayagada 160 Baleshwar 352
WBI
FSI Orissa - Worst 5Orissa - Best 5
Orissa - Best 5 Orissa - Worst 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 2929
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Rajasthan
District Group India Rank District Group India RankKota 63 Baran 542Jaipur 122 Jalor 501Jhunjhunun 141 Jhalawar 496Jodhpur 162 Rajsamand 476Udaipur 216 Dhaulpur 470
District Group India Rank District Group India RankRajsamand 23 Dhaulpur 574Dungarpur 36 Karauli 557Jalor 116 Bharatpur 547Pali 156 Ganganagar 530Churu 180 Alwar 523
WBI
FSI
Rajasthan - Worst 5Rajasthan - Best 5
Rajasthan - Best 5 Rajasthan - Worst 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 3030
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Tamil Nadu
District Group India Rank District Group India Rank
Chennai 10 Pudukkottai 416Coimbatore 61 Ariyalur 379Thiruvallur 72 Tiruvanamala 329Kancheepuram 83 Perambalur 315Nilgiri 88 Viluppuram 314
District Group India Rank District Group India RankSivaganga 1 Perambalur 233Thanjavur 3 Salem 205Karur 4 Chennai 163Virudhunagar 5 Ariyalur 142
Kaniyakumari 8 Dharmapuri 128
WBI
FSI
Tamil Nadu - Worst 5
Tamil Nadu - Worst 5Tamil Nadu - Best 5
Tamil Nadu - Best 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 3131
STRATEGIC MANAGEMENT GROUP
WBI & FSI: Best and Worst 5 in Uttar Pradesh
District Group India Rank District Group India Rank
Gautam Buddha Nagar 41 Chitrakoot 543Lucknow 67 Shrawasti 541Ghaziabad 70 Banda 532Hathras 93 Kaushambi 528Kanpur Nagar 119 Bara Banki 526
District Group India Rank District Group India RankAzamgarh 15 Kanpur Dehat 552Deoria 25 Shahjahanpur 548Mau 47 Firozabad 545Sant Kabir Nagar 57 Mainpuri 543Ghazipur 59 Aligarh 540
Uttar Pradesh - Worst 5Uttar Pradesh - Best 5
Uttar Pradesh - Best 5
WBI
FSIUttar Pradesh - Worst 5
• Analysis based on DisPro TM, Tata Strategic Management Group• Data Source: Household Consumption Expenditure, NSSO Survey, Census, 2001, National Crime Record Bureau (06-07)
WBI
FSI
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STRATEGIC MANAGEMENT GROUP 3232
STRATEGIC MANAGEMENT GROUP
Best 20 and Worst 20 Districts – FSI
Sr. No. District Corresponding State Sr. No. District Corresponding State1 Sivaganga Tamil Nadu 1 Central Delhi2 Hamirpur Himachal Pradesh 2 Upper Siang Arunachal Pradesh3 Thanjavur Tamil Nadu 3 Panipat Haryana4 Karur Tamil Nadu 4 Gwalior Madhya Pradesh5 Virudhunagar Tamil Nadu 5 South West Delhi6 Alleppey Kerala 6 North East Delhi7 Dakshin Kannad Karnataka 7 Shivpuri Madhya Pradesh8 Kanniyakumari Tamil Nadu 8 Kinnaur Himachal Pradesh9 Udupi Karnataka 9 East Delhi
10 Nilgiri Tamil Nadu 10 Rohtak Haryana11 Vizianagaram Andhra Pradesh 11 Chandigarh Chandigarh12 Toothukudi Tamil Nadu 12 South Delhi13 Ratnagiri Maharashtra 13 Gurgaon Haryana14 Malappuram Kerala 14 North West Delhi15 Azamgarh Uttar Pradesh 15 Vidisha Madhya Pradesh16 Dahod Gujarat 16 Bhind Madhya Pradesh
17 Champawat Uttaranchal 17 North Delhi18 Imphal East Manipur 18 Datia Madhya Pradesh19 Tiruvanamala Tamil Nadu 19 Raisen Madhya Pradesh20 Nagapattinam Tamil Nadu 20 Dhaulpur Rajasthan
Best 20 districts in terms of FSI Worst 20 districts in terms of FSI
•
Analysis based on DisProTM
, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Sr. No. 1 in Worst 20 table is the ‘Worst’
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STRATEGIC MANAGEMENT GROUP 3333
STRATEGIC MANAGEMENT GROUP
Best 20 and Worst 20 Districts – Gender Ratio
Sr. No. District Corresponding State Sr. No. District Corresponding State1 Almora Uttaranchal 1 Daman Daman & Diu
2 Ratnagiri Maharastra 2 North (Mongam) Sikkim3 Udupi Karnataka 3 West Kameng Arunachal Pradesh4 Diu Daman & Diu 4 Chandigarh Chandigarh5 Rudraprayag Uttaranchal 5 Mumbai Maharastra6 Garhwal Uttaranchal 6 Tawang Arunachal Pradesh7 Bageshwar Uttaranchal 7 South West Delhi8 Hamirpur Himachal Pradesh 8 New Delhi Delhi9 Pattanamtitta Kerala 9 South Delhi
10 Trichur Kerala 10 Lahul and Spiti Himachal Pradesh11 Kannur Kerala 11 Dadra and Nagar Haveli Dadra & Nagar Haveli12 Sindhudurg Maharastra 12 North West Delhi13 Alleppey Kerala 13 Jaisalmer Rajasthan14 Quilon Kerala 14 Morena Madhya Pradesh15 Malappuram Kerala 15 Mumbai Suburban Maharastra16 Palghat Kerala 16 Ladakh (Leh) Jammu & Kashmir 17 Trivandrum Kerala 17 Panchkula Haryana18 Kozhikode Kerala 18 Ludhiana Punjab19 Toothukudi Tamil Nadu 19 North Delhi20 Tehri Garhwal Uttaranchal 20 Dhaulpur Rajasthan
Worst 20 districts in terms of Gender RatioBest 20 districts in terms of Gender Ratio
•
Analysis based on DisProTM
, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Sr. No. 1 in Worst 20 table is the ‘Worst’
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STRATEGIC MANAGEMENT GROUP 3434
STRATEGIC MANAGEMENT GROUP
Best 20 and Worst 20 Districts – Rape Cases
Sr. No. District Corresponding State Sr. No. District Corresponding State1 Sant Ravidas Nagar Bhadohi Uttar Pradesh 1 Kolasib Mizoram
2 Tuensang Nagaland 2 Central Delhi3 Deoria Uttar Pradesh 3 Dhemaji Assam4 Navsari Gujarat 4 Upper Siang Arunachal Pradesh5 Mokokchung Nagaland 5 Champhai Mizoram6 Siddharth Nagar Uttar Pradesh 6 Serchhip Mizoram7 Dahod Gujarat 7 Betul Madhya Pradesh8 Gadag Karnataka 8 Aizwal Mizoram9 Dharmapuri Tamil Nadu 9 Koriya Chhattisgarh
10 Chandauli Uttar Pradesh 10 Guna Madhya Pradesh11 Porbandar Gujarat 11 East Siang Arunachal Pradesh12 Thanjavur Tamil Nadu 12 Jashpur Chhattisgarh13 Ghazipur Uttar Pradesh 13 Dhuburi Assam14 Azamgarh Uttar Pradesh 14 Vidisha Madhya Pradesh15 Thiruvallur Tamil Nadu 15 Marigaon Assam16 Kushinagar Uttar Pradesh 16 Lakhimpur Assam
17 Senapati Manipur 17 Kinnaur Himachal Pradesh18 Valsad Gujarat 18 Rajgarh Madhya Pradesh19 Mahesana Gujarat 19 Jaintia Hills Meghalaya20 Sivaganga Tamil Nadu 20 Lohardaga Jharkhand
Worst 20 districts in terms of Rape CasesBest 20 districts in terms of Rape Cases
•
Analysis based on DisProTM
, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Sr. No. 1 in Worst 20 table is the ‘Worst’
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Best 20 and Worst 20 Districts – Dowry Deaths
Sr. No. District Corresponding State Sr. No. District Corresponding State1 Wardha Maharastra 1 Gaya Bihar
2 Malappuram Kerala 2 Central Delhi3 Kannur Kerala 3 Latur Maharastra4 Ernakulam Kerala 4 Rohtak Haryana5 Surendranagar Gujarat 5 Kanpur Dehat Uttar Pradesh6 Uttar Kannand Karnataka 6 Kendrapara Orissa7 Ahmadnagar Maharastra 7 Damoh Madhya Pradesh8 Gandhinagar Gujarat 8 Mainpuri Uttar Pradesh9 Trichur Kerala 9 Vaishali Bihar
10 Golaghat Assam 10 Rudraprayag Uttaranchal11 Banas Kantha Gujarat 11 Bhind Madhya Pradesh12 Dantewada Chhattisgarh 12 Gurgaon Haryana13 Dhamtari Chhattisgarh 13 Nalanda Bihar 14 Ahmedabad Gujarat 14 Auraiya Uttar Pradesh15 Shimla Himachal Pradesh 15 Jalaun Uttar Pradesh16 Kottayam Kerala 16 Firozabad Uttar Pradesh17 Ratnagiri Maharastra 17 Etawah Uttar Pradesh18 Junagadh Gujarat 18 Bhadrak Orissa19 Idukki Kerala 19 Muzaffarpur Bihar 20 Dhemaji Assam 20 Hyderabad Andhra Pradesh
Worst 20 districts in terms of Dowry DeathsBest 20 districts in terms of Dowry Deaths
•
Analysis based on DisProTM
, Tata Strategic Management Group• Data Source: Census, 2001, National Crime Record Bureau (2006,2007)• Sr. No. 1 in Worst 20 table is the ‘Worst’
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About the authors
• Raju Bhinge is the Chief Executive of Tata Strategic Management Group. He has wide experience dealingwith corporate level strategic issues and has consulted with numerous organizations on key strategic issueslike growth, divestments and review of business portfolio. He has a keen interest in Economy & Policy issuesand has also been involved in negotiating joint ventures and setting them up. He continues to serve on theboard of several companies across sectors as diverse as technology, auto components and retail.
• Harsha Kapoor is Practice Head – Analytics Solutions at Tata Strategic Management Group. He has morethan 16 years of experience in Analytics, consulting, productivity improvement and optimization in various
industry sectors like Banking, Insurance, Manufacturing, Telecom etc. He has led numerous assignmentswith clients in India, USA, UK and Europe.
Research Team:
• Sachin Somaiya is Project Leader – Analytics Solutions at Tata Strategic Management Group’s AnalyticsSolutions practice. He has worked extensively in the domain of analytics and optimization for FinancialServices and Consumer Goods.
• Rituparna Dasgupta is a ‘Specialist’ – Predictive Analytics at Tata Strategic Management Group’s AnalyticsSolutions practice. She has significant experience in predictive modelling, scoring, segmentation andoptimization.
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Phone: +91 22 66376709Mobile: +91 98191 90444Fax: +91 22 66376600e-mail: [email protected]
HARSHA KAPOOR
PRACTICE HEAD
Analytics Solutions
End of Document
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