Mentors Comment:
- The role and discussion on big data have been increasing day by day and it has been made more important after B N Srikrishna report on data protection and privacy. The question revolves around the big data and its impact on governance in India with development initiatives and improving transparency being the keywords.
- Start the answer by introducing big data and its genesis and importance today.
- Then jump to the main answer which will discuss why the government needs big data and how big data can help India, especially with development initiatives and transparency. Data accuracy, targeting actual beneficiary section in the society, knowing their needs and exact problems will help govt in forming accurate policies. Real-time data assimilation will help in transparency as well as knowing who is framing the policies for whom.
- Discuss some concerns and challenges like aadhaar leakage, privacy issues, conversion of legacy data into new systems, different requirements of businesses and governments for big data, etc. Don’t end the answer without providing some steps that governments should take to make the usage of big data for the better.
- Mention Open Government Data Platform (https://data.gov.in/ )in your answer. It’s an important aspect of big data started by GoI. Also, read about the initiative.
Answer:
Big data is data sets that are so large or complex that traditional data processing application software is inadequate to deal with them. The data could be from social networks, web server logs, satellite imagery, banking transactions, MP3s of rock music, the content of web pages, scans of government documents, GPS trails and so on. It answers specific questions such as the need of the customers, their opinions and their conditions.
The impact of big data on governments is quite a unique and less explored territory. Big data can go a long way in the way the government in India works. Some of the impacts are:
- Big Data and associated analytics are beneficial in various areas, such as targeting healthcare delivery; efficient supply chain management; enabling security to individuals and society at large, etc.
- Presently, there is the presence of information asymmetry on key issues like poverty level or formal/informal employment data.
- Earlier decision were made from empirical evidence, experience and intuitions.
- Hence policies do not have the desired effect on the targeted citizens.
- However, now the government can back big data to solve this challenge.
- Big data will impact on how decisions are made and who gets to make them.
- Evidence-based decision making will not only transform development initiatives but will also improve transparency.
- Trends from big data in formal employment generations will help formulate skill development policies.
- Similarly, data on dropout students’ backgrounds will help develop new and focused initiatives.
- Data from private hospitals on treatments will help in more fund allocations to lifestyle healthcare by governments.
- Already Finance Ministry is using big data in gathering trends of tax collection for direct as well as indirect taxes and using this data for better policymaking, like changes in tax brackets of items in GST.
- Big data can be used in analyzing migration patterns, which in the long run, will help labor reforms, subsidies, welfare programs, etc.
- Transforming government programmes informed policymaking and empowering citizens, improving transparency and enabling the participation of all stakeholders can be achieved.
- The Open Government Data Platform initiative is a welcome start in opening up public data for use by analysts, researchers, and practitioners.
- Big Data can have a big impact only if used on a massive scale—with safeguards—by governments for the delivery of public goods and services.
Concerns:
- Governments do differ from businesses in terms of goals, mission and decision making.
- Therefore what suits businesses might not necessarily suit the government.
- The government has an enormous amount of data in legacy databases and forms that need to be curated and migrated for new-age analytics tools.
- Sharing data between departments and across ministries is a challenge, given the jurisdictional boundaries that exist.
- The leakage data from Aadhar shows the inexperience of governments in handling big data.
- While the privacy of data is important for both businesses and government, public trust in government is particularly important.
- Hence, any breach of confidentiality regarding data that is collected and processed by the government could have serious ramifications.
Way Forward:
- Formulate a comprehensive Big Data Programme across Central and state government ministries/departments with help from industry, academic and research institutions.
- Importance should be on data protection and privacy regulations and guidelines as mentioned in the BN Srikrishna committee.
- It is key that user consent is retained even for big data where the end use of such data is government.
The time of big data has come. The key to a balanced use of big data would be to protect the privacy of individuals while simultaneously stimulating innovation in India through governance.
MOJO9a31K00N58111047
Discuss some concerns and challenges like aadhaar leakage, privacy issues, conversion of legacy data into new systems, different requirements of businesses and governments for big data, etc.
The rest of the answer is good.
Read the model answer for more talking points.
The explanation is very good.
Good structure.
The presentation can be made better by underlining imp stuff in the answer
MOJO9930Q00N64198657
It is good that you discussed the need for big data analytics in the 1st part of the answer.
That gives a good structure to your answer.
The rest of the answer is also well covered.
The only issue is the missing conclusion.
The language and explanation in the 1st part is very good.
The direction is on the right path.
MOJO9b04X00D25275001
The structure of the answer is haphazard.
The content is repetitive in many parts and they are not explained.
When you are discussing the main theme of the question – big data and its impact on governance in India – then you have to explain points.
We all know that big data will help better traffic management of policymaking or policing, but you have to explain how?
Discuss some concerns and challenges like aadhaar leakage, privacy issues, conversion of legacy data into new systems, different requirements of businesses and governments for big data, etc. Don’t end the answer without providing some steps that governments should take to make the usage of big data for the better.
Avoid such half baked answers. You have to make sure that your overall content is concrete and well placed.
MOJO9a02U00D28381180
The content lacks depth.
The points covered in the answer needs to be more and well structured.
Big Data and associated analytics are beneficial in various areas, such as targeting healthcare delivery; efficient supply chain management; enabling security to individuals and society at large, etc.
Presently, there is the presence of information asymmetry on key issues like poverty level or formal/informal employment data.
Earlier decision were made from empirical evidence, experience and intuitions.
Hence policies do not have the desired effect on the targeted citizens.
However, now the government can back big data to solve this challenge.
Big data will impact on how decisions are made and who gets to make them.
Evidence-based decision making will not only transform development initiatives but will also improve transparency.
Trends from big data in formal employment generations will help formulate skill development policies.
Similarly, data on dropout students’ backgrounds will help develop new and focused initiatives.
Data from private hospitals on treatments will help in more fund allocations to lifestyle healthcare by governments.
Already Finance Ministry is using big data in gathering trends of tax collection for direct as well as indirect taxes and using this data for better policymaking, like changes in tax brackets of items in GST.
Big data can be used in analyzing migration patterns, which in the long run, will help labour reforms, subsidies, welfare programs, etc.
Transforming government programmes informed policymaking and empowering citizens, improving transparency and enabling the participation of all stakeholders can be achieved.
The Open Government Data Platform initiative is a welcome start in opening up public data for use by analysts, researchers, and practitioners.
Big Data can have a big impact only if used on a massive scale—with safeguards—by governments for the delivery of public goods and services.
There so many talking points in the 1st part of the answer to pick from. Read them
Similarly, while you did discuss some of the concerns but they are not enough.
Always give more points in 15 marks questions.
Don’t end the answer without providing some steps that governments should take to make the usage of big data for the better.
All in all, this could have been a better answer if it had good material to back it up.
Please review.
Payment id- MOJO9a05700D19953140
Good 4Vs.
The only issue is the missing conclusion.
Rest of the answer is well handled.
The content is superb in all the parts and it is well explained.
The structure is very good.
It is decent in all parts and well placed.
Very good presentation.
Good way forwards
Payment ID:MOJO9b01O00A90839766
Please review
Good attempt.
The coverage is good.
Your discussion in all the parts is satisfactory.
The content is well explained.
Decent flowcharts in the 1ts part of the answer.
Very good way forward.
Decent conclusion
MOJO9903H00A58015579
Good structure in the 2nd part of the answer.
It is good that you discussed the issues and their way forward together.
That way, you covered more content in less space.
The discussion in the 1st part is equally impressive.
The amount of points covered is wide and deep.
The overall presentation is well done.
Good intro and conclusion in the answer.
MOJO9b03K00A07920521
Good intro.
The 6Vs discussed are good.
The 1st part of the answer is quite fine.
The depth of the content and its explanation are on the right track.
But the 2nd part where you discussed the challenges and way forward needs to be deeper and better explained.
Concerns:
Governments do differ from businesses in terms of goals, mission and decision making.
Therefore what suits businesses might not necessarily suit the government.
The government has an enormous amount of data in legacy databases and forms that need to be curated and migrated for new-age analytics tools.
Sharing data between departments and across ministries is a challenge, given the jurisdictional boundaries that exist.
The leakage data from Aadhar shows the inexperience of governments in handling big data.
While the privacy of data is important for both businesses and government, public trust in government is particularly important.
Hence, any breach of confidentiality regarding data that is collected and processed by the government could have serious ramifications.
Way Forward:
Formulate a comprehensive Big Data Programme across Central and state government ministries/departments with help from industry, academic and research institutions.
Importance should be on data protection and privacy regulations and guidelines as mentioned in the BN Srikrishna committee.
It is key that user consent is retained even for big data where the end use of such data is government.
These are some of the talking points. See how they have been covered and explained for the mentioned part.
Good presentation.
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