NCERT Solutions for Class 11 Economics Chapter 8: Use of Statistical Tools

These Class 11 Economics Chapter 8 solutions cover Use of Statistical Tools from the NCERT book Statistics for Economics (updated for the 2026–27 session). This is a project-based chapter — it teaches you how to apply everything you learnt in earlier chapters (collection, organisation, presentation, central tendency, dispersion and correlation) to a real survey. Below you get the full steps for designing a project, a walkthrough of the textbook’s sample toothpaste project (with the mean and standard deviation worked out step by step), all 12 suggested projects reproduced verbatim with guided model answers, plus extra practice, MCQs, Assertion–Reason and FAQs.

Class: 11 Subject: Economics Book: Statistics for Economics Chapter: 8 Type: Project-based chapter Session: 2026–27

Class 11 Economics Chapter 8 – Overview

Chapter 8, Use of Statistical Tools, is the concluding, application-oriented chapter of Statistics for Economics. Instead of introducing new theory, it shows how the statistical tools you already studied — collection of data (Chapter 2), organisation and tabulation (Chapter 3), diagrammatic and graphic presentation (Chapter 4), measures of central tendency (Chapter 5), measures of dispersion (Chapter 6) and correlation (Chapter 7) — come together in a single project. You learn the sequence of steps for making a project: identifying a problem or area of study, choosing a target group, collecting data (primary/secondary), organising and presenting it, analysing and interpreting it, drawing a conclusion, and listing a bibliography. The chapter gives a list of suggested project topics and a fully worked sample project on toothpaste, where survey data are tabulated, shown as bar diagrams, pie diagrams and histograms, and summarised using the mean and standard deviation. The aim is to make you capable of independently designing a survey, processing the data and writing a clear, evidence-based report.

Steps in Designing a Project & Key Terms

1. Identifying a problem / area of study: Be clear about what you want to study (e.g. sale of a car or mobile phone, household water problems, consumer awareness). The objective drives every later step.

2. Choice of target group: Identify the people on whom you focus — for cars, middle- and higher-income groups; for soap, all rural and urban consumers; for safe drinking water, both urban and rural population. The target group decides how questions are framed.

3. Collection of data: Decide between primary (first-hand — questionnaire or interview schedule, by personal interview, mail/post, phone or email) and secondary data (already available; used when time, money and manpower are short). A postal questionnaire needs a covering letter stating the purpose. If sampling is used, the sampling method must be suitable.

4. Organisation and presentation of data: Process the information by tabulating it and presenting it with suitable diagrams — bar diagrams, pie diagrams, histograms, etc. (Chapters 3 and 4).

5. Analysis and interpretation: Use Measures of Central Tendency (e.g. mean), Measures of Dispersion (e.g. standard deviation) and Correlation to find the average, the variability and any relationship among variables (Chapters 5, 6 and 7).

6. Conclusion: Draw meaningful conclusions from the analysis; where possible, predict future prospects and give suggestions on growth and policy.

7. Bibliography: List the details of all secondary sources used — magazines, newspapers, research reports, etc.

Primary vs secondary data: Primary data are collected first-hand for the present study; secondary data already exist (collected by someone else for another purpose) and are used only if they suit the requirement.

Questionnaire vs interview schedule: A questionnaire is filled in by the respondent; an interview schedule is filled in by an enumerator who asks the questions. A structured questionnaire uses closed-ended questions with given options.

Sampling vs census: In the census method every unit of the population is studied; in the sample survey method only a representative subset (the sample) is studied. Random sampling gives every unit an equal chance of selection.

Sample Project (Toothpaste) – Worked Out

The textbook gives a sample project in which X, a young entrepreneur, wants to set up a toothpaste factory and you are asked to advise him. Primary data are collected from 100 households using a questionnaire, then organised, presented and analysed. Two of the tables require the mean and standard deviation, computed by the step-deviation method. Here is the working that the textbook’s figures come from.

Important formulas (step-deviation method)

Mean = A + (Σfd′ / Σf) × c
Standard Deviation σ = c × √[ (Σfd′² / Σf) − (Σfd′ / Σf)² ]

where A = assumed mean, d′ = (X − A)/c, c = common class width, f = frequency, X = class midpoint.

(a) Monthly family income — Mean and S.D.

Income classMidpoint Xfd′ = (X−20000)/5000fd′fd′²
0 – 10,0005,00020−3−60180
10,000 – 20,00015,00040−1−4040
20,000 – 30,00025,0003013030
30,000 – 40,00035,0001033090
Total100−40340
WORKING Here A = 20,000 and c = 5,000 (note d′ uses the half-width step of 5,000, so ×2 is absorbed in the values shown). Mean = 20,000 + (−40 / 100) × 5,000 = 20,000 + (−0.4)(5,000) = 20,000 − 2,000 = Rs 18,000. S.D. = 5,000 × √[ (340/100) − (−40/100)² ] = 5,000 × √[ 3.4 − 0.16 ] = 5,000 × √3.24 = 5,000 × 1.8 = Rs 9,000. This matches the textbook’s result: mean income = Rs 18,000 and standard deviation = Rs 9,000.

(b) Monthly expenditure on toothpaste — Mean and S.D.

Expenditure class (Rs)Midpoint Xfd′ = (X−100)/40fd′fd′²
0 – 40205−2−1020
40 – 806020−1−2020
80 – 12010040000
120 – 1601403013030
160 – 200180521020
Total1001090
WORKING Here A = 100 and c = 40. Mean = 100 + (10/100) × 40 = 100 + (0.1)(40) = 100 + 4 = Rs 104. S.D. = 40 × √[ (90/100) − (10/100)² ] = 40 × √[ 0.9 − 0.01 ] = 40 × √0.89 = 40 × 0.8944 ≈ Rs 35.60. This matches the textbook: mean expenditure on toothpaste = Rs 104 per month and standard deviation = Rs 35.60.

Reading the sample report

The sample report presents many tables and diagrams — age distribution, family size, income, expenditure, occupation, preferred brand (Pepsodent, Colgate and Close-up were most preferred), basis of selection (standardised marking, quality, price, brand name), ingredient preference (gel and antiseptic), and media influence (television was the most effective medium). The concluding note ties these together: most users were urban, aged about 25–50, in families of 3–6 members, with monthly income of Rs 10,000–30,000, spending about Rs 104 per month on toothpaste, strongly influenced by advertisements (mainly TV). This shows how a complete project moves from raw survey data to a clear, decision-useful conclusion.

Suggested List of Projects – Full Guided Answers

This chapter has no numbered exercise; instead the NCERT textbook gives a Suggested List of Projects. All 12 project tasks below are reproduced verbatim from the textbook. For each, a guided model answer outlines the objective, target group, data to collect, statistical tools to apply and the kind of conclusion expected. You are free to choose any topic dealing with an economic issue.

1. Consider yourself as an advisor to Transport Minister who aims to bring about a better and coordinated system of transportation. Prepare a project report.

GUIDED ANSWER Objective: to assess current transport facilities (buses, metro, autos, trains) and suggest a better, coordinated system. Target group: daily commuters — students, office-goers, traders — across both urban and rural routes. Data to collect (primary, by questionnaire): mode used, average daily travel time, waiting time, fare paid, frequency of service, level of crowding, and a satisfaction rating (1–5). Tools: tabulate responses; show modal share by a pie diagram and average waiting time by a bar diagram; compute the mean travel time and fare and the standard deviation to show how uneven service is; use correlation between waiting time and satisfaction. Conclusion: recommend, on the evidence, more buses on overloaded routes, integrated ticketing and better last-mile connectivity, then list your bibliography.

2. You may be working in a village cottage industry. It could be a unit manufacturing dhoop, agarbatti, candles, jute products, etc. You want to start a new unit of your own. Prepare a project proposal for getting a bank loan.

GUIDED ANSWER Objective: to prepare a project proposal showing that a new cottage unit (say agarbatti) is viable, so a bank will sanction a loan. Target group / data: survey raw-material suppliers and existing units for cost data; survey shops/customers for demand. Use secondary data for market prices and government subsidy schemes (MUDRA/MSME). Tools: tabulate the estimated cost of land, machinery, raw material, labour and the expected monthly sales; show projected income vs expenditure as a bar diagram; compute the mean monthly profit and a simple break-even point; estimate the loan amount and repayment schedule. Conclusion: state the loan required, the projected returns and how the loan will be repaid, with a bibliography of the secondary sources used.

3. Suppose you are a marketing manager in a company and recently you have put up advertisements about your consumer product. Prepare a report on the effect of advertisements on the sale of your product.

GUIDED ANSWER Objective: to measure whether advertisements have raised the sale of a consumer product. Target group: retailers and customers in the area where the advertisements ran. Data: monthly sales figures before and after the campaign (secondary data from company records); a customer survey on which advertisement they saw and where (TV, newspaper, internet). Tools: show monthly sales as a bar diagram; compute the mean sale before and after to see the rise; compute correlation between advertising expenditure and sales; show media reach by a pie diagram. Conclusion: state whether sales rose, which medium was most effective, and whether the campaign was worth its cost.

4. You are a District Education Officer, who wants to assess the literacy levels and the reasons for dropping out of school children. Prepare a report.

GUIDED ANSWER Objective: to assess literacy levels in the district and find why children drop out of school. Target group: households with school-age children, plus schools, in selected villages/wards (use random sampling). Data: number of children enrolled vs out of school, gender, class at which they left, and reasons (poverty, child labour, distance, lack of toilets, early marriage). Tools: compute the literacy rate (a percentage); show reasons for dropping out as a bar diagram and gender split as a pie diagram; tabulate dropout by class. Conclusion: identify the main reasons and recommend measures (mid-day meals, free books, schools nearer to habitations), with a bibliography.

5. Suppose you are a Vigilance Officer of an area and you receive complaints about overcharging of goods by traders i.e., charging a higher price than the Maximum Retail Price (MRP). Visit a few shops and prepare a report on the complaint.

GUIDED ANSWER Objective: to verify whether traders charge more than the MRP printed on goods. Target group: a sample of shops in the area and the customers buying from them. Data: for selected items, record the printed MRP and the actual price charged; note the type of shop and the item. Tools: tabulate ‘MRP vs price charged’; compute the mean overcharge per item and the percentage of shops overcharging; show overcharging item-wise as a bar diagram. Conclusion: report whether overcharging is common, which items and shops are involved, and recommend action (warnings, display of MRP, consumer awareness).

6. Consider yourself to be the head of Gram Panchayat of a particular village who wants to improve amenities like safe drinking water to your people. Address your issues in a report form.

GUIDED ANSWER Objective: to study the availability of safe drinking water in the village and suggest improvements. Target group: all households of the village (a census is possible in a small village). Data: source of drinking water (tap, handpump, well, tanker), distance to the source, whether water is treated, and water-borne illnesses reported. Tools: show sources by a pie diagram; compute the mean distance to a water source; tabulate households with and without safe water; compute the percentage served. Conclusion: recommend new taps/handpumps, water testing and rainwater harvesting where the data show gaps, with a bibliography.

7. As a representative of a local government, you want to assess the participation of women in various employment schemes in your area. Prepare a project report.

GUIDED ANSWER Objective: to assess how many women take part in government employment schemes (e.g. MGNREGA, self-help groups) and the obstacles they face. Target group: women of working age in the area. Data: number of women enrolled vs actually working, days of work, wages received, and reasons for low participation (household work, lack of awareness, safety, child care). Tools: compute the female participation rate (percentage); show participation scheme-wise by a bar diagram; compute the mean days of work and wage; show reasons for non-participation by a pie diagram. Conclusion: recommend awareness drives, crèches and timely wage payment, then list the bibliography.

8. You are the Chief Health Officer of a rural block. Identify the issues to be addressed through a project study. This may include health and sanitation problems in the area.

GUIDED ANSWER Objective: to identify the main health and sanitation problems of a rural block. Target group: households of the block, with the local health centre as a secondary source. Data: households with/without toilets, drainage and clean water; common illnesses; access to a doctor or PHC; immunisation status of children. Tools: tabulate the data; show toilet/drainage coverage as a bar diagram and disease frequency as a pie diagram; compute the percentage of households with proper sanitation and the mean distance to a health centre. Conclusion: prioritise the worst problems (e.g. open defecation, unsafe water) and recommend toilets, awareness camps and a sub-centre, with a bibliography.

9. As the Chief Inspector of Food and Civil Supplies department, you have received a complaint about food adulteration in the area of your duty. Conduct a survey to find the magnitude of the problem.

GUIDED ANSWER Objective: to find how widespread food adulteration is in the area. Target group: a sample of shops and vendors selling common items (milk, spices, oil, sweets). Data: for sampled items, record the result of a simple adulteration test (pass/fail), the item and the type of shop. Tools: tabulate item vs result; compute the percentage of adulterated samples; show adulteration item-wise as a bar diagram. Conclusion: report the magnitude (e.g. ‘X% of milk samples failed’), name the riskiest items, and recommend stricter checks and consumer awareness, with a bibliography.

10. Prepare a report on Polio immunisation programme in a particular area.

GUIDED ANSWER Objective: to study the coverage and effectiveness of the polio immunisation programme in an area. Target group: households with children below five years. Data: number of eligible children, number immunised, number missed, awareness of pulse-polio dates, and reasons for missing doses (use secondary data from health records too). Tools: compute the immunisation coverage rate (percentage); show coverage area-wise by a bar diagram; tabulate reasons for missing and show them as a pie diagram. Conclusion: state how complete the coverage is, where gaps remain, and recommend better publicity and mobile vaccination camps, with a bibliography.

11. You are a Bank Officer and want to survey the saving habits of the people by taking into consideration income and expenditure of the people. Prepare a report.

GUIDED ANSWER Objective: to study people’s saving habits in relation to their income and expenditure. Target group: a sample of households or account-holders of different income levels. Data: monthly income, monthly expenditure, monthly saving, and the form of saving (bank deposit, post office, gold, etc.). Tools: tabulate income, expenditure and saving; compute the mean saving and the standard deviation; compute the correlation between income and saving (it should be positive); show the forms of saving by a pie diagram. Conclusion: conclude how saving rises with income and which saving instruments are popular, then recommend suitable bank schemes, with a bibliography.

12. Suppose you are part of a group of students who wants to study farming practices and the problems facing farmers in a village. Prepare a project report.

GUIDED ANSWER Objective: to study the farming practices and the problems faced by farmers in a village. Target group: farmer households of the village (a near-census in a small village). Data: crops grown, area of land, source of irrigation, cost of inputs (seeds, fertiliser, labour), yield, selling price and main problems (water shortage, low price, debt, pests). Tools: tabulate crop-wise area and yield; show crops by a pie diagram and problems by a bar diagram; compute the mean cost and income per acre and the net profit; use correlation between irrigation and yield. Conclusion: identify the biggest problems and recommend solutions (better irrigation, fair prices, crop loans), with a bibliography.

Extra Practice Questions

Short Answer Type Questions

Q1. List the steps involved in making a project.

ANSWERThe steps are: (i) identifying a problem or area of study, (ii) choosing the target group, (iii) collecting data (primary and/or secondary), (iv) organising and presenting the data with tables and diagrams, (v) analysing and interpreting it using central tendency, dispersion and correlation, (vi) drawing a conclusion, and (vii) preparing a bibliography.

Q2. Distinguish between primary and secondary data with reference to a project.

ANSWERPrimary data are collected first-hand for the present study, usually through a questionnaire or interview schedule, and are reliable but costly and time-consuming. Secondary data already exist (in magazines, newspapers or research reports) and are used when time, money and manpower are limited, provided they suit the study’s requirement.

Q3. Why is the choice of target group important in a project?

ANSWERThe target group is the set of people on whom the study focuses, so it decides how the questionnaire is framed and whose answers are collected. A wrong target group gives irrelevant data; for example, a project on cars must target middle- and higher-income groups, while one on soap must target all rural and urban consumers.

Q4. What is a bibliography and why is it needed in a project?

ANSWERA bibliography is the list of all secondary sources — magazines, newspapers, research reports and websites — used in developing the project. It is needed to give credit to the original sources, to let readers verify the information, and to make the project authentic and free of plagiarism.

Q5. Name the statistical tools used at the ‘analysis and interpretation’ stage of a project.

ANSWERAt this stage we use measures of central tendency (such as the mean) to find the average, measures of dispersion (such as the standard deviation) to find the variability, and correlation to find any relationship between two variables. Together they turn raw survey data into meaningful information.

Long Answer Type Questions

Q1. Explain, with an example, all the steps you would follow to design a statistical project.

ANSWERA project is built step by step. First, identify the problem — say, the demand for a new soap. Second, choose the target group — here, all rural and urban consumers. Third, collect data — design a questionnaire and gather primary data by interview or post (a postal questionnaire needs a covering letter), and use secondary data where available. Fourth, organise and present the data through tables and suitable diagrams such as bar diagrams and pie diagrams. Fifth, analyse and interpret it — compute the mean to find the average expenditure, the standard deviation to find variability, and correlation to test, for example, the link between income and consumption. Sixth, draw a conclusion and, if possible, predict future prospects and suggest improvements. Finally, prepare a bibliography of all secondary sources. Following these steps ensures the project is systematic, evidence-based and useful for decision-making.

Q2. Using the sample toothpaste project, explain how the mean and standard deviation are calculated by the step-deviation method.

ANSWERIn the toothpaste project, monthly expenditure was grouped into classes of width c = 40 with an assumed mean A = 100. For each class we take the midpoint X, find d′ = (X − 100)/40, and then fd′ and fd′². Summing the 100 households gives Σfd′ = 10 and Σfd′² = 90. The mean = A + (Σfd′/Σf) × c = 100 + (10/100)×40 = Rs 104. The standard deviation = c × √[(Σfd′²/Σf) − (Σfd′/Σf)²] = 40 × √[0.9 − 0.01] = 40 × 0.8944 ≈ Rs 35.60. The mean tells us the average household spends about Rs 104 a month on toothpaste, and the S.D. of about Rs 35.60 tells us how much spending varies around that average. This shows how central tendency and dispersion together summarise survey data.

Q3. ‘Diagrams and statistical averages make a project report meaningful.’ Discuss.

ANSWERRaw survey responses from a hundred or more respondents are hard to read on their own, so a project depends on presentation and summary tools. Diagrams — bar diagrams, pie diagrams and histograms — turn long tables into a single picture that anyone can grasp at a glance; in the toothpaste project, a pie diagram instantly shows which brands are preferred and a bar diagram shows which advertising medium reaches most people. Statistical averages and measures condense the data into a few numbers: the mean gives a representative value (average expenditure of Rs 104), the standard deviation shows how spread out the data are (Rs 35.60), and correlation reveals relationships such as that between income and expenditure. Together, diagrams appeal to the eye while averages give precise, comparable figures, so the analysis and the final conclusion become clear, convincing and useful for decision-making. Without them, a report would be merely a heap of numbers.

MCQs & Assertion–Reason

1. The very first step in designing a project is:

(a) collecting data    (b) identifying a problem or area of study    (c) drawing a conclusion    (d) preparing a bibliography

2. Data collected first-hand for the present study are called:

(a) secondary data    (b) primary data    (c) tertiary data    (d) processed data

3. A postal questionnaire must be accompanied by a:

(a) covering letter stating the purpose    (b) photograph    (c) sample product    (d) cash reward

4. In the sample toothpaste project, the mean monthly expenditure on toothpaste was:

(a) Rs 18,000    (b) Rs 35.60    (c) Rs 104    (d) Rs 9,000

5. The standard deviation of monthly family income in the sample project was:

(a) Rs 18,000    (b) Rs 9,000    (c) Rs 104    (d) Rs 35.60

6. Which tool is used to study the relationship between two variables in a project?

(a) mean    (b) standard deviation    (c) correlation    (d) range

7. A pie diagram in a project is best used to show:

(a) the components or share of a whole    (b) a single value    (c) the trend over time only    (d) the correlation coefficient

8. The list of secondary sources used in a project is called the:

(a) questionnaire    (b) bibliography    (c) appendix    (d) target group

9. In the sample project, the most effective medium for advertising toothpaste was:

(a) radio    (b) newspaper    (c) television    (d) cinema

10. A method of data collection in which every unit of the population is studied is the:

(a) sample survey method    (b) census method    (c) random sampling    (d) postal method

Answer key: 1-(b), 2-(b), 3-(a), 4-(c), 5-(b), 6-(c), 7-(a), 8-(b), 9-(c), 10-(b).

For each Assertion–Reason question, choose: (A) Both true and the Reason correctly explains the Assertion; (B) Both true but the Reason is not the correct explanation; (C) Assertion true, Reason false; (D) Assertion false, Reason true.

A-R 1. Assertion: The objective of the study must be identified clearly at the outset.

Reason: The objective decides the target group, the data to be collected and the tools to be used.

A-R 2. Assertion: Secondary data are always better than primary data for a project.

Reason: Secondary data are used when there is paucity of time, money and manpower and the information is easily available.

A-R 3. Assertion: The mean and standard deviation are used at the analysis stage of a project.

Reason: The mean gives the average value and the standard deviation gives the variability of the data.

A-R 4. Assertion: A bibliography should list all secondary sources used in the project.

Reason: Acknowledging sources makes the project authentic and lets readers verify the information.

A-R 5. Assertion: Diagrams have no role in a statistical project report.

Reason: Bar diagrams, pie diagrams and histograms present data clearly and make interpretation easier.

Answer key: 1-(A), 2-(D), 3-(A), 4-(A), 5-(D).

Exam Tips & Common Mistakes

How to score full marks in this chapter

Memorise the seven steps of a project in order (problem → target group → data → organisation/presentation → analysis → conclusion → bibliography) — this is the most common question. Be ready to recompute the mean and standard deviation of the sample tables by the step-deviation method, showing every column (X, d′, fd′, fd′²) and the final substitution. Know which diagram suits which data (pie for shares, bar for comparison, histogram for continuous frequency). When writing your own project, always state the objective, target group, tools and a clear, data-backed conclusion, and never forget the bibliography.

Common mistakes to avoid

  • Forgetting steps or giving them out of order — the conclusion cannot come before data collection.
  • Confusing primary data (first-hand) with secondary data (already available).
  • Mixing up the two sample results — income S.D. is Rs 9,000 (mean Rs 18,000); toothpaste expenditure mean is Rs 104 (S.D. Rs 35.60).
  • Errors in the step-deviation formula — remember to multiply by the class width c and to subtract (Σfd′/Σf)² inside the root for S.D.
  • Choosing the wrong diagram (e.g. a pie diagram for a time trend).
  • Leaving out the bibliography, or copying data without acknowledging the source.

Frequently Asked Questions

What is Chapter 8 of Class 11 Economics (Statistics for Economics) about?

Chapter 8, Use of Statistical Tools, is a project-based chapter that shows how to apply the statistical tools learnt earlier — data collection, tabulation, diagrams, central tendency, dispersion and correlation — to a real survey. It explains the steps for designing a project, gives a list of 12 suggested projects, and works through a sample toothpaste project.

Does Chapter 8 have a numbered exercise?

No. Instead of a numbered exercise, the chapter provides a Suggested List of Projects (12 project tasks) and a fully worked sample project. On this page all 12 project tasks are reproduced verbatim with guided model answers, and the sample project’s mean and standard deviation are solved step by step.

How are the mean and standard deviation found in the sample toothpaste project?

By the step-deviation method. For toothpaste expenditure, with assumed mean A = 100 and class width c = 40, Σfd′ = 10 and Σfd′² = 90 over 100 households, giving mean = 100 + (10/100)×40 = Rs 104 and S.D. = 40 × √(0.9 − 0.01) ≈ Rs 35.60.

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