How Indian B-Schools Should Count Decent Work Under SDG 8 Without Inflating Placement Brochures

Indian B-schools and commerce departments now print the orange SDG 8 tile next to average package, highest package and “100 per cent placement.” The tile is cheap. Decent work is not. Goal 8 is a statistical object about employment, earnings, informality, youth not in education or work, and financial access. A brochure median CTC does not speak to any of those objects until the campus says which target it is claiming, for which students, under which contract, and with what evidence a sceptical parent or NAAC peer team can open.

This briefing is a working method for placement cells, IQAC coordinators, programme chairs and internship faculty who have been told to “map placements to the SDGs.” It is written for Indian private B-schools, university departments and emerging-economy campuses that run large unpaid or under-paid internship pipelines and then call the pipeline impact.

1. The placement number that is not a decent-work claim

A typical Indian placement file reports three figures: percentage placed, average CTC, and a short list of recruiter logos. Sometimes it adds a gender split and a highest package that belongs to two students in a batch of two hundred. The SDG page then says the campus “contributes to decent work and economic growth.” That sentence is not false in a loose sense. It is undefended.

Decent work, in the ILO and SDG sense, is not “a job exists.” It is work that is productive, fairly paid, secure enough to plan a year, safe, and open without discrimination. An unpaid eight-week internship that is a degree requirement is work. It may be useful training. It is not automatically Target 8.5 or Target 8.6. A PPO into a sales role with a variable-heavy contract and a six-month probation is work. It is not automatically “youth employment of quality.”

Three distortions show up every season. First, the denominator is elastic: students who opt out, sit for CAT again, or join a family firm are dropped so the percentage looks complete. Second, CTC is treated as earnings: joining bonus, first-year variable and “expected” ESOP value are added as if they were wages in hand. Third, internships are counted as placements when they convert and ignored as labour when they do not. SDG 8 cannot survive that accounting.

2. Which SDG 8 targets a campus can actually own

Do not map the department to “SDG 8.” Open the official list and pick the two or three targets the campus can move with existing offices. For most Indian teaching-first B-schools and commerce programmes the honest shortlist is small.

Targets 8.1 and 8.2 (aggregate growth and productivity) belong to national accounts, not to a 180-student MBA. Target 8.4 (resource efficiency) is an operations claim, not a placement claim. Target 8.7 (child labour and forced labour) is not a campus branding line; if a partner firm is in a high-risk supply chain, the honest move is due diligence, not a tile.

3. Count internships as labour, not as a credit requirement

Indian internships sit in a grey zone. The UGC and AICTE language treats them as learning. The host treats them as cheap capacity. The student treats them as a placement ticket. SDG 8 forces a fourth view: for six to eight weeks the student is a young worker. The file should therefore record the labour terms, not only the completion certificate.

3.1 The minimum row for every internship

One row per student, not a summary paragraph. Fields that already exist in most placement cells if anyone asks:

• Host legal name, city, sector NIC code, and whether the host is a related party of a trustee or faculty member.
• Start and end dates, scheduled hours per week, and whether night or field work was required.
• Stipend in rupees (zero is a number; do not leave the cell blank), payment date, and mode.
• Written terms: appointment letter or email versus a WhatsApp forward.
• Named campus supervisor and named host supervisor, with one mid-stint check-in logged.
• Outcome: completed, converted to PPO, withdrawn, or complaint opened.

3.2 What “decent” means at internship scale

A campus cannot certify ILO standards for every host. It can set a floor and disclose the share of internships that clear the floor. A usable floor for Indian postgraduate commerce and MBA internships in 2026 is: written terms, a stipend at least covering local commute and meals, a 45-hour cap unless the student opts into a documented project spike, and a supervisor who answers once in the middle of the stint. Publish the share that meets the floor. Do not invent a “100 per cent quality internship” sentence if a third of the batch worked unpaid in a relative’s office.

Unpaid internships are not automatically illegitimate in a teaching programme. They are illegitimate as silent rows. First-generation students subsidise unpaid stints with family cash. If the campus celebrates those stints as SDG 8, it has transferred the cost of “employability” onto the household it claims to lift.

4. Rebuild the placement file so a peer team can audit it

Rebuild the public claim from the same register the dean already uses internally. Split CTC into parts. Report cash fixed pay separately from variable, joining bonus and other. Report the median and the 25th percentile, not only the mean pulled by two consulting offers. Report by gender and by first-generation or rural-school flag if the admission file already stores those flags. If the flags are missing, say so; do not impute.

Fix the denominator in one sentence at the top of the page: “Cohort N = students who sat the final examination; placed = written offer accepted by date D; higher study = confirmed seat; family enterprise = documented; residual = no documented destination.” The residual is the closest campus proxy to Target 8.6. Hiding it is the most common form of SDG-washing in placement cells.

Keep recruiter names, but add a contract tag: intern-to-PPO, lateral, campus offer, off-campus self-sourced. Self-sourced offers are real work. They are not evidence that the cell produced decent work. Mixing them into a single percentage flatters the office and starves the office of a diagnosis.

A peer team does not need your highest package. It needs to know whether the twenty-fifth student can describe her contract and whether the unpaid internships were counted as labour or as folklore.

5. Name the trade-offs with Goals 5, 10 and 13

SDG 8 is not a free-standing trophy. A placement season that raises male median cash pay faster than female median cash pay is a Goal 5 problem sitting inside a Goal 8 celebration. A season that concentrates offers in two metro cities while first-generation students from the catchment take unpaid local stints is a Goal 10 problem. A season that sends a large share of the batch into high-emission sales of two-wheelers, coal-adjacent logistics or unexamined consumption credit is a Goal 13 tension, not a scandal—but it is a tension the file should name if the same website also claims climate education.

Write one trade-off paragraph per year. It can be short. “Female median fixed pay was 11 per cent below male median fixed pay; the gap is larger in finance roles than in operations. We will not call the season equal work for equal value until that gap is explained or closed.” That sentence is more useful to a dean than a new icon.

Do not launder a weak Goal 5 or Goal 10 record by pointing at a rising average package. Decent work that is unevenly distributed is still uneven. The official indicator language on equal pay exists so that campuses cannot hide behind the mean.

6. Give the claim an owner, a baseline and a stop rule

Every map line needs five parts: unit, target number, local indicator, baseline year, owner. Example: “MBA 2025–26 graduating cohort, Target 8.5, median monthly fixed cash pay by gender, baseline 2023–24 register, Placement Officer with IQAC co-sign.” If any part is missing, the line stays off the website.

The owner cannot be “the placement committee.” Name the officer who holds the spreadsheet and the faculty member who signs that the internship rows were checked. Version the file once after the audit date, not after every company presentation. When a recruiter withdraws an offer, amend the row; do not leave the old percentage on the SDG page until the next cycle.

Add a stop rule. If stipend disclosure falls below a threshold you set—say, 80 per cent of credited internships with a rupee figure—the campus will not use the SDG 8 tile in the next brochure. A stop rule is how you prove the tile is a claim rather than decoration. Without it, the incentive is always to keep the orange square and fix the data later.

7. A note for scholars who tag papers to SDG 8

Faculty publication lists are now keyword-tagged to Goals for impact rankings and for internal API files. A paper on asset pricing that mentions “labour” once in the abstract is not an SDG 8 output. A paper that estimates the effect of a labour-code change, a apprenticeship subsidy, or a stipend rule on youth employment or earnings can be tagged—and should name the target in the contribution paragraph, not only in a repository checkbox.

If you supervise dissertations on internships, placements or gig work, require the student to write the official target number in chapter one and to state whether the data measure earnings, hours, contract form, or self-reported “satisfaction.” Satisfaction is not an SDG 8 indicator. Hours, pay and contract form are.

Researchers in emerging economies have a comparative advantage here: administrative placement registers, EPFO-style traces where accessible, and campus panels are more informative than another cross-country growth regression with an SDG dummy. Use the campus as a measurement site, not as a branding site. A methods appendix that states how CTC was split, how unpaid family internships were coded, and how the residual destination was defined will do more for a referee than a footnote that says “aligned with the SDGs.” If the paper cannot survive that appendix, it should not carry the Goal 8 tag in the repository either.

8. Field checklist and closing brief

Use this list before the next brochure or IQAC upload.

• Have we named 8.5, 8.6 or 8.8, or are we still saying “SDG 8” as a mood?
• Is the placement denominator written in one sentence, including the residual with no destination?
• Is cash fixed pay reported separately from headline CTC, with median and 25th percentile?
• Are gender and first-generation splits present, or is their absence disclosed?
• Does every credited internship have a stipend cell, including zeros and family placements?
• Is there a written internship floor and a published share that meets it?
• Is one trade-off with Goal 5, 10 or 13 written in plain language?
• Is there a named owner, a baseline year and a stop rule for the orange tile?
• Can a visitor reconcile the public paragraph to ten anonymised rows in ten minutes?
• Have we kept Target 8.1 and 8.2 off the masthead, where they do not belong?

Decent work on a campus is not a CSR caption under a recruiter photograph. It is a labour-market claim about young people the campus already knows by roll number. Count the contract, count the unpaid weeks, count the students who leave with nothing documented, and keep the tile only when those counts are public. That is how an Indian B-school can stand next to SDG 8 without inflating the brochure.