Research Objectives and Key Measures
What we want to understand, what our data shows, and its limitations.
What we want to understand
Every result on this page describes the 553 people in our focused group, or a smaller number who answered that specific question — not INDmoney's own users, and not all of India.
Key research indicators
Every result below shows how many people answered and out of how many — never a full 553 unless everyone answered that specific question. A similar answer rate across two groups is a necessary check before comparing them, but it does not by itself rule out selection bias.
Why respondents consider investing. 1 measure.
| Key research measure | |
|---|---|
Limitations
What this project is not, and cannot show — stated once here rather than as a pending task.
- No INDmoney activity records of any kind — no app opens, no screens viewed, no clicks.
- No observed onboarding or SIP-setup journey — where people actually stop in INDmoney's own product is unknown from this data.
- No first-SIP conversion or payment data — whether anyone who considered mutual funds went on to invest through INDmoney is not observable here.
- No evidence that any proposed change would work — the conclusions below are ideas worth testing, not validated fixes.
- The survey only asks non-holders about awareness sources for mutual funds and ETFs combined — there is no mutual-fund-only version of that question.
- Income-allocation categories are individually reliable but not validated as one consistent personal budget — never summed into a disposable-income figure.
- Every result is unweighted and descriptive — no significance testing, no causal claims, and not a population estimate.
Conclusion
These are proposals informed by the indicators above — ideas for INDmoney to investigate, not conclusions this project can prove.
First-SIP order placement
A user sets up/submits a SIP mandate (fund, amount, frequency, authorization). Can happen without any money moving yet.
First successful SIP payment
The first scheduled debit under that mandate actually succeeds — kept as a distinct event from placement; an order can be placed and still fail here (insufficient funds, mandate not approved, technical failure).
Continued scheduled payments
Among users whose first payment succeeded, the share who also complete later scheduled payments — counted only once the relevant payment's due date has passed, with cancellations and failed payments kept in the denominator, never dropped.
Risk-comprehension checks
A brief comprehension check (e.g. what a SIP is, what happens if a payment fails, or a core investment-risk question) confirming that faster or higher completion isn't coming at the cost of understanding what was purchased.