Field research

·

2026

Improving the darshan queue experience at Mahakal Temple

A field study on crowd flow, waiting anxiety, and operational clarity at one of India's busiest temples — Mahakaleshwar Jyotirlinga, Ujjain.

What I did

Field research, synthesis, recommendations

Methods

Interviews, observation, survey

Location

Ujjain, Mahakaleshwar Jyotirlinga

"We waited 30 minutes just to deposit our phone."

a devotee, before they'd even reached the queue for darshan

TL;DR

Devotees end up waiting far longer than they should because phone-deposit and darshan queues aren't connected well. This leads to extra delay, confusion, and real physical and mental stress. It all stems from one core problem: people get no clear information before joining a line. To solve this, I proposed four key changes: clear pre-entry phone deposit info, reorganized queue paths, real-time wait updates, and dedicated exit routing.

SAMPLE

9 interviews + 11-response survey + 2 observation sessions

KEY STAT

91% of surveyed devotees experienced queue stoppages

OUTCOME

4 prioritized recommendations, scored on Desirability–Feasibility–Value

Thousands of devotees visit Mahakaleshwar daily. Watching that scale in person raised a question I didn't have an answer to yet: could an environment this dense and emotionally charged still have gaps no one had named?

Where it began

Discovering a problem, not choosing one

I started with only a location and zero assumptions about the user challenge. By analyzing 7 news articles on crowd control and 15 critical Google reviews, I focused first on discovering the right problem before trying to solve it.

1–2L

Daily footfall (up to 2 lakh on weekends/holidays)

1000+

Security guards deployed as crowd scaled

7

News articles reviewed on footfall, security, crowd control

15

One-star Google reviews analyzed for real devotee frustrations

Problem statement

Devotees struggle with long waiting times to complete darshan because inefficiencies across phone deposit lines and darshan queues create unnecessary delays, confusion, and physical and mental stress.

Grouping secondary research into three clear themes: phone deposit, general darshan, and fast-track queues, allowed the real problem to emerge naturally from data, rather than guesswork.

Before the field

Writing down what I believed, before I could be proven wrong

I defined 9 clear hypotheses upfront to guide my fieldwork. This ensured the site visit disproved or validated assumptions using real data rather than confirming expectations.

BEFORE GOING IN

Who I'd talk to, and how to do it responsibly

WHO I talked to

5 - 7 devotees: a mix of general, fast-track, elderly, and out-of-town visitors, plus 2 - 3 staff at phone deposit and security. 7 - 12 people in total.

Keeping it fair

Verbal consent before every interview, no names used, photos that don't identify anyone, and the right to stop at any point. Nothing that got in the way of darshan itself.

Not trusting one source alone

Every finding from the field got checked against something else; a survey response, a repeated quote, or another interview, instead of standing on its own.

Day 1

Walking in with questions, not conclusions

On-ground research kicked off around the Mahakal complex. Following the natural visitor path through Neelkanth Path, the narrow gullies, and the bustling market near Gate 1

Six interviews on Day 1 — a security guard, an outstation visitor, an elderly fast-track devotee, and general-queue devotees at Gate 1.

Fly-on-the-wall · Gate 1 phone deposit

  • Avg wait time: 14 minutes

  • Deposit handling: 30 - 40 sec (2 phones) to 1 - 1.5 min (4+ phones)

  • Devotees frequently entered the wrong line (receiver vs depositor)

  • Visible frustration when deposit took longer, worsened by tight barricades

"Isske bhi 3 counter hone chahiye the general jaise" — a frustrated devotee

Day 2

Shifting gates, experiencing the queue first-hand

On Day 2, I stepped into the queues myself experiencing general lines firsthand rather than just watching from the sidelines. Moving the research to Gate 10 and the Mansarovar complex, I followed up with three in-depth interviews and extended observation sessions.

Fly-on-the-wall · Mansarovar gate

  • Avg wait time: 15 minutes

  • 3 deposit + 3 retrieval counters, yet congestion persisted

  • People squeezed through gaps, creating parallel micro-queues

  • Devotees caught sneaking phones past security into darshan

"Pankha chalu kardo garmi ho rahi he kaffi" — a frustrated devotee

Checking my work

Does a totally different group see the same thing?

I ran an 11-response survey with local students and residents to cross-validate my field observations. Seeing the exact same friction points confirmed that the issues I documented weren't isolated to my visit.

91%

experienced the queue stop at least once

82%

waited more than 5 min just for phone deposit

64%

took more than 30 min to complete darshan

100%

of respondents cited crowd pushing as a discomfort

Synthesis

150 sticky notes, a good workout for my back

Using FigJam and physical sticky notes, I mapped every data point from the field. Two structured rounds of affinity clustering streamlined 26 thematic clusters into 17 clear findings, ultimately defining 8 core insights.

COMMUNICATION

Inconsistent communication breaks compliance

Devotees deposited phones only when explicitly instructed; not by default.

PHYSICAL / EMOTIONAL

Waiting becomes physically and emotionally stressful

Tight barricades and no exits raised fatigue, anxiety, visible frustration.

FLOW

Security checkpoints create bottlenecks

Mansarovar gate became a convergence point of checking, merging, rerouting.

EXPECTATION

Waiting is accepted, uncertainty is not

Devotees were ready to wait; stress rose only when duration was unclear.

PLACEMENT

Phone deposit isn't slow; its placement is

The task itself was quick; unclear timing and location caused the delay.

GUIDANCE

In absence of guidance, devotees follow the crowd

Without signage, crowd behavior became the default navigation system.

DEPENDENCY

Queue movement is staff-dependent

Lines advanced mainly when staff intervened, not on their own structure.

ROOT CAUSE

Queue confusion is structural, not volume-driven

Even moderate crowds felt chaotic due to poor segmentation, no visible bounds.

The reasoning layer

Where I was wrong, and where the field proved me right

The fieldwork challenged several assumptions. One hypothesis was flatly disproven: the phone deposit process itself wasn't slow, the bottleneck was happening upstream. Two others had to be reframed once the real patterns emerged, while the remaining six held up, fully or partially.

VALIDATED

Congestion occurs because of queue-space layout creating choke points.

Confirmed directly.

VALIDATED

Staff and security communication styles influence queue flow and clarity.

Confirmed.

VALIDATED

Longer waiting times and unclear queue movement cause physical and emotional stress.

Confirmed.

VALIDATED

Operational processes like token handling and staff coordination aren't optimized for crowd volume.

Confirmed.

REJECTED

Phone deposit queues take long because of the digital process it takes to deposit the phone.

Phone deposit itself doesn't take long, handling was 30 sec to 1.5 min. The delay is elsewhere.

REFRAMED

People don't know about alternative phone deposit queues due to lack of navigation.

The real issue: the deposit line becomes a bottleneck due to poor exit design and crowd overlap, not awareness of alternatives. (Insight 6)

REFRAMED

Devotees are unclear about the phone-deposit process, causing them to join the wrong queue.

Lack of clear wayfinding causes devotees to rely on crowd behaviour, leading to incorrect queue choice. (Insight 3)

PARTIALLY VALIDATED

Inefficiency in the phone-deposit line directly delays other queues and total darshan time.

Deposit itself was fast, but the waiting time around it was much more than expected.

PARTIALLY VALIDATED

Devotees are unaware of alternative queue options, causing overcrowding in one queue.

Most were actually aware of alternatives (like fast-track) but chose the free general option anyway.

Who the queue fails differently

Two people, two very different queues

While one persona accepts the wait as part of the ritual and the other paid to skip it, both hit the same structural bottlenecks. The core breakdowns remain identical, only the perceived frustration changes.

Rajesh, 42

General queue · Frequent visitor

Time-pressured

Family group

Queue-anxious

Visits Mahakaleshwar from outside Ujjain with family, focused on a smooth darshan but repeatedly thrown off by unpredictable waits and shifting queue rules.

"We waited 30 minutes just to deposit our phone."

Devang, 58

Fast-track darshan · Frequent visitor

Efficiency-first

Repeat visitor

Expects visible speed

A regular visitor who pays for Shighra Darshan specifically to save time — and expects that payment to translate into a visibly faster, more organized experience.

"Thoda jaldi hai humko isliye ticket karwaye."

Prioritizing what to fix

Pre-entry phone deposit clarity

High

Queue flow & choke-point mgmt

High

Predictability of wait time

Med

Info before queue commitment

Med

Pre-entry phone deposit clarity

High

Queue flow & choke-point mgmt

High

Predictability of wait time

Mid

Info before queue commitment

Mid

Recommendations

Four changes, taken forward

01

Clear, informed darshan choices

Marked phone-deposit checkpoints before the queue, cutting violations and rerouting at entry.

Less enforcement friction

Informed choice

02

Reconfigured queue paths

Barriers and visual cues to stop unauthorized switching, keeping general and paid channels fair.

Fair access

Smoother flow

03

Real wait-time communication

Approximate wait time displayed so devotees can set expectations and prepare mentally.

Predictable wait

Balanced usage

04

Dedicated exit routing

Separated exit paths and signage to avoid cross-flow with incoming devotees.

Better flow

Lower enforcement load

What it could look like, shipped

If this were actually built

This was an exploratory UX research project focused on problem discovery and concept validation. The proposed solutions and mockups are exploratory design concepts and were not deployed on-ground.

What improves

Fewer last-minute conflicts

Early info lets devotees pick the right queue upfront.

Lower anxiety

Visible wait time reduces impatience and uncertainty.

Smoother operations

Less staff intervention needed to keep lines moving.

Fairer access

Clearer enforcement reduces queue-jumping and switching.

Let’s connect!

Got a problem that doesn't quite make sense yet? That's usually where I do my best work. Open to opportunities, bring the mess, I'll bring the whys.

Designed in

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© Copyright 2026

Let’s connect!

Got a problem that doesn't quite make sense yet? That's usually where I do my best work. Open to opportunities, bring the mess, I'll bring the whys.

Designed in

By

© Copyright 2026

Let’s connect!

Got a problem that doesn't quite make sense yet? That's usually where I do my best work. Open to opportunities, bring the mess, I'll bring the whys.

Designed in

By

© Copyright 2026

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