FROM TANGA TO METRO: SHARED
TRANSPORT AS EMPLOYMENT INFRASTRUCTURE
The Evolution, Importance,
Consequences and Benefits of Worker Mobility in the Indore–Dewas–Pithampur
Industrial Corridor

Abstract
Urban transport is often presented
as a linear transition from traditional modes to modern mass transit. The
experience of Indore, Madhya Pradesh, demonstrates a different pattern. The
city has moved through several generations of mobility—from the horse-drawn tanga,
to tempo and private minibuses, to organised city buses, iBus/BRTS,
e-rickshaws and app-based cabs, and finally the metro. Yet older
and semi-formal forms of shared transport have not disappeared.
This case study examines the
continuing importance of shared transport in the Indore–Dewas–Pithampur economic
corridor, with particular attention to worker commuting. The study argues
that shared buses and other intermediate public transport modes remain
important because industrial workers do not necessarily travel according to the
fixed routes, frequencies and station locations of formal mass transit. Their
travel is determined by shift timings, affordability, factory locations,
housing clusters and last-mile connectivity.
The study uses secondary evidence,
historical transport documentation and a case-based analytical framework.
Historical evidence shows that after the withdrawal of organised urban
transport by MPSRTC in the late 1990s, Indore experienced a major expansion of
minibuses, tempos and auto-rickshaws. An Indian Institute of Management
Ahmedabad case records approximately 300 private minibuses, 150 tempos and
10,000 auto-rickshaws by January 2004.
The paper concludes that shared
transport should not be viewed merely as an outdated competitor to metro and
BRTS. For industrial workers, it can function as employment infrastructure.
The appropriate policy is therefore not elimination but integration,
regulation and feeder connectivity.
Keywords: Indore, Pithampur, Dewas, shared transport, tanga, tempo,
city bus, BRTS, iBus, metro, e-rickshaw, industrial workers, commuting, labour
mobility, public transport.
1. Introduction
Indore has witnessed a remarkable
transformation in urban mobility.
A resident travelling through the
city several decades ago could encounter the traditional tanga. Later,
the tempo became an important shared mode. City buses subsequently created a
more organised system. The introduction of iBus/BRTS added a
higher-capacity corridor-based system, followed by e-rickshaws, app-based cabs
and, most recently, metro connectivity.
Yet the transformation has not meant
complete replacement.
The contemporary Indore commuter may
use:
home → e-rickshaw → city bus/BRTS →
shared bus → factory
or
home → shared auto → Rao/Dewas bus →
industrial area → factory gate.
This is particularly important in
the case of workers travelling towards Pithampur and Dewas, two major
industrial destinations associated with the wider Indore economic region.
The central research question of
this paper is therefore:
Why does shared transport continue
to survive and remain important even after the arrival of city buses, BRTS,
e-rickshaws, app-based cabs and metro?
The answer lies not simply in
transport technology but in the economics of everyday employment.
2. The Central Case: From Tanga to Metro
The transport history of Indore can
be understood as a sequence of overlapping mobility systems.
Figure
1. Evolution of Indore's Shared Mobility
TANGA
↓
TEMPO
↓
PRIVATE MINIBUS
↓
CITY BUS
↓
iBUS / BRTS
↓
E-RICKSHAW + AUTO
↓
APP-BASED CAB
↓
METRO
But the arrows should not be
interpreted as complete replacement.
A more accurate model is:
Tanga + Tempo + Bus + E-rickshaw +
BRTS + Metro = layered mobility system
That is the distinctive feature of
Indore.
A 2025 account of Indore's transport
history records tanga stands around Rajwada, Chhawani and Gandhi Hall and
reports historical tanga fares of eight annas, ₹1 and ₹2, while tempos
had already become established from the 1970s and remained prominent into the
late 1990s/around 2000.
The commonly remembered local story
of fares moving from "10 paisa" in an older era to today's ₹10–₹20
minimum urban fares is useful as an oral-history theme. However, it should
not be presented as a single officially documented fare series unless archival
tickets or government fare schedules are obtained.
3. Research Problem
Modern transport planning frequently
assumes:
Metro/BRTS → better transport →
decline of informal transport.
Indore challenges this assumption.
Despite the emergence of formal
transport infrastructure, workers continue to require transport that provides:
low fares;
frequent departures;
early-morning and late-evening availability;
direct access to industrial areas;
flexibility around shift timings;
last-mile connectivity;
affordable return journeys.
This creates a major research
problem:
Formal
transport may be modern, but informal/semi-formal transport may be economically
better matched to the worker's daily life.
4. Objectives of the Study
The study has seven objectives:
To trace the evolution of shared transport in Indore from
tanga to metro.
To examine the historical role of tempos, minibuses and
intermediate public transport.
To examine the relationship between Indore and the
industrial employment centres of Pithampur and Dewas.
To analyse why shared buses and other paratransit services
continue alongside formal public transport.
To examine the economic importance of affordable commuting
for industrial workers.
To analyse the positive and negative consequences of shared
transport.
To develop policy recommendations for integrating shared
transport with city buses, BRTS and metro.
5. Research Questions
RQ1
How has shared transport in Indore
evolved from tanga to metro?
RQ2
Why have shared and semi-formal
modes survived despite the development of BRTS and metro?
RQ3
How does affordable shared transport
influence workers' access to Pithampur and Dewas employment?
RQ4
What are the economic, social and
environmental consequences of shared commuting?
RQ5
Can shared transport be integrated
with formal public transport rather than eliminated?
6. Methodology
This is a case-cum-research study
based primarily on secondary evidence and analytical interpretation.
The research uses:
historical accounts of Indore transport;
documented public-transport studies;
AICTSL-related information;
BRTS information;
current bus-route evidence;
transport fare information;
industrial-region context;
secondary information concerning worker mobility.
The paper deliberately does not
fabricate a primary survey. Any worker percentages, satisfaction scores or
statistical tests should be added only after an actual survey is conducted.
Analytical
framework
The paper examines shared transport
through five dimensions:
|
Dimension |
Research
question |
|
Cost |
Is shared travel affordable for
workers? |
|
Accessibility |
Can workers reach factories
conveniently? |
|
Timing |
Does transport match factory
shifts? |
|
Connectivity |
Does it solve first/last-mile
problems? |
|
Employment |
Does mobility expand access to
jobs? |
7. Historical Evolution of Indore Transport
Stage
I – Tanga
The tanga represents the traditional
shared mobility system.
It provided:
relatively flexible movement;
multiple passengers;
short-distance connectivity;
access to markets and central-city locations.
Historical reporting describes tanga
stands at Rajwada, Chhawani and Gandhi Hall and fares such as eight annas, ₹1
and ₹2.
The tanga therefore represents the
first stage of shared mobility based on pooling passengers rather than
individual ownership.
Stage
II – Tempo
The tempo transformed the economics
of urban mobility.
According to historical reporting,
tempos began operating in Indore in 1975 and remained an important part
of the city's transport system until around 2000.
The tempo was particularly important
because it combined:
low capital cost + high passenger
turnover + flexible stopping
This made it highly suitable for a
growing city whose formal bus infrastructure was insufficient.
8. The Public-Transport Crisis of the 1990s
One of the most important turning
points occurred when MPSRTC's urban services were suspended following mounting
losses.
The resulting gap was filled by Intermediate
Public Transport (IPT).
An IIM Ahmedabad case records
approximately:
300 private minibuses
150 tempos
10,000 auto-rickshaws
operating in Indore by January 2004.
This is a crucial finding.
The
informal system was not merely a cultural preference.
It emerged because demand existed
before formal supply was able to meet it.
9. Emergence of Organised City Bus Transport
Indore subsequently moved towards a
more structured public transport system.
The Indore City Transport Services
system was established to manage urban public transport, and city buses
eventually expanded beyond the municipal area.
Historical descriptions of the
system show services extending towards areas including Mhow, Rau, Hatod,
Pithampur and Manpur.
This is particularly relevant to the
present study because it demonstrates that the city-bus concept itself
recognised the importance of suburban and industrial connectivity.
10. iBus and BRTS
The next major technological and
institutional step was the iBus/BRTS.
The BRTS began commercial operations
in 2013, providing a structured high-capacity corridor. Contemporary reporting
recorded an initial fare structure of ₹5, ₹10 and ₹15.
This represented an important
change:
Earlier
shared transport
Flexible + decentralised +
demand-driven
BRTS
Structured + corridor-based + higher
capacity
The two systems therefore solved
different problems.
11. Why BRTS Did Not Eliminate Paratransit
BRTS works most efficiently on
high-demand corridors.
Industrial workers, however, may
live:
inside residential colonies;
in peripheral settlements;
near markets;
in rented accommodation;
along factory-worker housing clusters.
Their destination may be:
a specific factory gate rather than
a transport station.
Therefore:
BRTS can provide the trunk journey,
but paratransit can provide the journey from the trunk network to the
workplace.
This creates a complementary
relationship.
12. E-Rickshaw and the New Shared-Mobility Layer
The e-rickshaw introduced another
important layer.
Its main advantages are:
low operating cost;
small vehicle size;
flexible routing;
suitability for short distances;
first/last-mile connectivity.
The significance of the e-rickshaw
is therefore not that it replaces the bus.
It often performs the function:
home → bus/metro station
or
bus/metro station → workplace.
13. Metro: The Newest Layer
Metro introduces the highest level
of formalisation and mass-transit capacity into the system.
But the metro also illustrates the
central argument of this paper:
A
metro station is not the final destination of a worker.
The worker needs to reach:
factory gate → production unit →
warehouse → industrial estate → workplace.
Consequently, metro expansion
creates an even greater requirement for:
feeder buses;
e-rickshaws;
autos;
shared vans;
worker buses.
The future of Indore transport
should therefore be viewed as a network, rather than a competition
between individual modes.
14. The Indore–Dewas–Pithampur Labour Corridor
The economic geography of the region
explains why this issue is especially important.
Workers may live in Indore while
their workplaces are located in:
Pithampur;
Dewas;
Rau;
nearby industrial estates.
The transport corridor consequently
becomes part of the labour market.
Simplified
labour-market model
Indore households
↓
Affordable transport
↓
Pithampur/Dewas factories
↓
Employment income
↓
Household consumption
↓
Local economic growth
Transport is therefore not merely a
mobility service.
Transport
becomes an employment-enabling infrastructure.
15. Rao and Dewas Shared Bus Services
An important feature of the
contemporary system is the continued presence of worker-oriented shared/private
bus services commonly recognised locally through names such as Rao and Dewas
services.
These services are important to this
research not simply as individual operators but as examples of a wider
phenomenon:
Private/semi-formal shared transport
survives where demand is geographically and temporally specific.
For a worker, the important question
is not:
"Is the vehicle modern?"
The important question is:
"Can I reach my factory on time
at a price I can afford?"
This explains why a conventional
shared bus can remain competitive even after the introduction of metro.
16. Why Workers Prefer Shared Transport
16.1
Affordability
A worker's transport expenditure
directly affects disposable income.
Suppose a worker earns ₹15,000 per
month.
If commuting costs ₹100 per working
day:
₹100 × 26 days = ₹2,600 per month
That is approximately:
17.3% of a ₹15,000 monthly wage.
Therefore, even a ₹10–₹20 difference
in daily commuting expenditure can become significant for low- and
middle-income households.
17. Fare as an Economic Variable
The historical story can be
represented conceptually as:
|
Transport
era |
Typical
character |
|
Traditional tanga era |
Very low absolute fares; locally
remembered as annas/paisa-era mobility |
|
Tempo era |
Low-cost shared travel |
|
Early city-bus era |
Regulated low fares |
|
iBus/BRTS |
₹5–₹15 initial fare structure |
|
Contemporary city bus |
Minimum fares have risen with
distance/fare revisions |
|
E-rickshaw |
Short-distance shared mobility |
|
Metro |
Formal high-capacity corridor
transport |
|
Worker shared buses |
Corridor-specific, demand-oriented
commuting |
A 2010s transport planning study
recorded an early ICTSL fare structure beginning around ₹4 for trips under 3
km, illustrating the historical emphasis on affordable bus travel.
In 2024, AICTSL revised its fare
slabs; contemporary reporting indicated a minimum fare of ₹5, while
longer journeys could reach ₹40 depending on distance.
Thus, the user's observation of a
long journey from paisa-era transport to today's ₹10–₹20 minimum urban
travel environment can be treated as an important historical narrative,
while exact historical fare comparisons should rely on archived fare records.
18. The Economics of Shared Transport
Shared transport generates an
important economic principle:
Cost
per passenger falls when vehicle capacity is shared.
For a worker:
Shared bus
→ lower individual cost
→ predictable expenditure
→ affordable employment access
For a company:
→ larger labour pool
→ fewer transport-related absenteeism problems
→ reduced pressure to provide employee housing
→ easier shift management.
For the city:
→ fewer private vehicles
→ better road-space utilisation
→ reduced pressure on parking.
19. Shared Transport and the Effective Job Market
One of the most important concepts
emerging from this case is the effective job-market radius.
Without affordable transport:
A worker may consider only jobs
close to home.
With affordable shared transport:
The same worker can consider
employment 20–40+ kilometres away.
Therefore:
Transport
expands the geographical labour market.
This is particularly significant for
Pithampur and Dewas.
20. Consequences of Shared Transport
Positive
consequences
1.
Employment accessibility
Workers can travel to industrial
centres without relocating.
2.
Household income protection
Lower transport expenditure leaves
more income available for food, education, housing and healthcare.
3.
Labour-market integration
Indore households become connected
to industrial employment outside the city.
4.
Industrial productivity
Factories obtain access to a larger
labour pool.
5.
Social inclusion
Workers who cannot afford private
vehicles can still access employment.
6.
Reduced dependence on private vehicles
Pooling passengers can reduce the
number of individual vehicles required for the same number of trips.
21. Negative Consequences
Shared transport is not automatically
efficient or safe.
Potential problems include:
overcrowding;
unsafe stopping;
irregular vehicle standards;
fare disputes;
inadequate passenger information;
poor night-time security;
traffic congestion;
absence of formal grievance mechanisms;
duplication of profitable routes.
Therefore:
The objective should not be to
romanticise informal transport.
The objective should be to recognise
its economic function and regulate it appropriately.
22. Formal versus Shared Transport
|
Variable |
Metro |
BRTS/City
Bus |
Shared
Worker Bus |
E-rickshaw |
|
Capacity |
Very high |
High |
Medium/high |
Low |
|
Route flexibility |
Low |
Medium/low |
High |
Very high |
|
Factory-gate access |
Low |
Medium |
High |
Very high |
|
Shift flexibility |
Medium |
Medium |
High |
High |
|
Long-distance efficiency |
High |
High |
High |
Low |
|
Last-mile function |
Low |
Medium |
Medium/high |
Very high |
|
Formalisation |
Very high |
High |
Variable |
Increasing |
|
Worker suitability |
High on corridor |
High on corridor |
Very high on selected routes |
High for short trips |
The conclusion is clear:
No
single mode can perform every function efficiently.
23. The Multimodal Worker Journey
The future transport chain can be
represented as:
HOME
↓
E-RICKSHAW / SHARED AUTO
↓
CITY BUS / BRTS / METRO
↓
RAO / DEWAS / WORKER BUS
↓
INDUSTRIAL ESTATE
↓
E-RICKSHAW / WALK
↓
FACTORY GATE
This is not transport fragmentation.
It is potentially a multimodal
transport ecosystem.
24. A Conceptual Model
Independent
variables
Fare affordability
Frequency
Route coverage
Shift compatibility
Last-mile connectivity
Reliability
↓
Shared
Transport Accessibility
↓
Worker
Mobility
↓
Employment
Accessibility
↓
Household
Income Stability
↓
Industrial
Productivity
This provides the paper's central
conceptual framework.
25. Research Proposition
Proposition
1
Lower-cost shared transport is
positively associated with workers' ability to access geographically distant
employment.
Proposition
2
Shift-compatible shared transport is
more valuable to industrial workers than transport based solely on conventional
daytime schedules.
Proposition
3
The availability of first- and
last-mile shared transport increases the practical usefulness of formal
mass-transit systems.
Proposition
4
Shared transport and formal public
transport can be complementary rather than substitutive.
26. Case Analysis: Why Rao/Dewas-Type Services Survive
The continued existence of
worker-oriented shared buses can be explained through five economic factors.
1.
Spatial factor
Factories are dispersed across
industrial estates.
2.
Temporal factor
Factory shifts may begin earlier or
finish later than conventional urban travel peaks.
3.
Economic factor
Workers are highly price-sensitive.
4.
Network factor
Formal buses and metro may not reach
every factory gate.
5.
Social factor
Workers often travel in groups from
the same locality or employment cluster.
Therefore:
The market for shared worker
transport exists because the formal network does not completely match the
geography and timing of industrial employment.
27. Policy Implications
Policy
1 – Map worker routes
Authorities should identify:
Rao routes;
Dewas routes;
tempo routes;
e-rickshaw concentrations;
industrial worker boarding points.
Policy
2 – Create legal worker-bus stops
Instead of forcing buses to stop
randomly, authorities can create designated:
Worker Mobility Stops
near industrial gates.
Policy
3 – Integrate with metro
Metro stations should have:
e-rickshaw stands;
shared-auto stands;
worker-bus bays;
city-bus connections.
Policy
4 – Introduce minimum safety standards
Regulation should cover:
vehicle fitness;
driver licensing;
passenger capacity;
insurance;
emergency contact information;
visible fare information.
Policy
5 – Do not eliminate the informal system
The policy objective should be:
Formalise
without destroying flexibility.
This is perhaps the most important
policy conclusion of the study.
28. Transport as Employment Infrastructure
The conventional view is:
Transport moves people.
The Indore–Dewas–Pithampur case
suggests a broader interpretation:
Transport moves workers, workers
operate factories, factories generate income, and income sustains households.
Thus:
Transport → Labour mobility →
Employment → Production → Income → Regional development
This means transport policy is also employment
policy.
29. The Indore Paradox
The case reveals an interesting
paradox.
Indore
has become more technologically advanced:
Tanga → Tempo → City Bus → BRTS →
E-rickshaw → Cab → Metro
Yet the older principle remains:
People
want affordable shared mobility that takes them where they need to go, when
they need to go.
Technology changes.
The fundamental economic requirement
does not.
30. Conclusion
Indore's transport history should
not be interpreted as a simple journey from an old-fashioned tanga to a modern
metro.
It is better understood as:
a
journey from one shared mobility system to another, with multiple layers
accumulating over time.
The tanga represented early shared
urban mobility.
The tempo and private minibus filled
gaps when organised public transport was inadequate.
City buses created a more structured
system.
The iBus/BRTS introduced
corridor-based mass transit.
E-rickshaws and app-based cabs
provided flexible first- and last-mile mobility.
Metro now adds a high-capacity rail
layer.
Yet Rao and Dewas-type
worker-oriented shared bus services continue because industrial workers have a
very specific mobility requirement: they need inexpensive, frequent and
shift-compatible transportation connecting residential areas with workplaces in
Pithampur and Dewas.
The central finding of this case
study is therefore:
Shared transport is not merely a
temporary stage before modern transport. In an industrial labour market, it can
function as permanent employment infrastructure.
The appropriate policy for Indore is
consequently not:
Metro versus bus
Bus versus e-rickshaw
Formal versus informal
but:
Metro
+ BRTS + City Bus + Worker Bus + E-rickshaw + Shared Auto
as an integrated mobility ecosystem.
Indore's journey from tanga to
metro therefore represents not the death of shared transport, but its
transformation.
31.
Proposed Empirical Research Extension: Testing the Economics of Shared Worker
Mobility
The present case study establishes
that the evolution of Indore's transport system cannot be understood as a
simple replacement of traditional modes by modern transport. The continuing use
of shared buses, tempos, e-rickshaws and other paratransit services indicates
that affordability, accessibility, timing and employment location continue
to influence transport choice even after the expansion of BRTS, city buses and
metro services.
The next stage of the research
should therefore move from historical and conceptual analysis to an empirical
investigation of industrial-worker mobility. The proposed research would
examine whether the availability, affordability and reliability of shared
transport actually influence workers' access to employment in Pithampur and
Dewas.
The central empirical proposition
would be:
Affordable, reliable and
shift-compatible shared transport increases workers' effective access to
industrial employment while reducing the commuting burden on low- and
middle-income households.
31.1
Proposed Sample Design
A 475-respondent
multi-stakeholder sample is proposed so that the research captures both the
passenger and supply sides of the transport market.
|
Respondent
category |
Proposed
sample |
Analytical
purpose |
|
Pithampur industrial workers |
200 |
Examine commuting cost, time, mode
choice and employment accessibility |
|
Dewas industrial workers |
150 |
Compare mobility conditions with
Pithampur workers |
|
Shared-transport drivers/operators |
50 |
Understand routes, fares, demand,
shift patterns and operational constraints |
|
HR/industrial managers |
50 |
Examine transport-related
absenteeism, lateness, turnover and workforce availability |
|
Transport experts/planners |
25 |
Assess policy, integration and
regulatory issues |
|
Total |
475 |
Integrated mobility analysis |
The sample should ideally include
workers from different income groups, occupations, factory sizes and shift
patterns. This is important because transport dependence is unlikely to be
identical for a permanent skilled employee, contract worker, migrant worker or
low-wage production worker.
31.2
Key Variables and Analytical Logic
The empirical model should treat transport
accessibility as a multidimensional phenomenon, rather than measuring it
only through distance.
The questionnaire should measure:
Economic variables
monthly income;
daily commuting expenditure;
monthly commuting expenditure;
transport expenditure as a percentage of income;
private-vehicle ownership;
willingness to pay.
Mobility variables
distance travelled;
one-way travel time;
waiting time;
number of changes/transfers;
daily frequency of service;
availability during shift hours;
reliability.
Service-quality variables
safety;
overcrowding;
comfort;
cleanliness;
fare transparency;
driver behaviour;
availability of information.
Employment variables
punctuality;
absenteeism;
late arrival;
job accessibility;
ability to accept distant employment;
intention to change job because of commuting difficulty;
intention to change transport mode.
This permits the research to move
beyond the simple question "Which transport mode is used?" to
the more important question:
"How does the transport mode
affect the worker's economic opportunity?"
31.3
Construction of a Worker Mobility Index
A useful contribution would be to
construct a Worker Mobility Accessibility Index (WMAI).
The index could combine:
Affordability + Reliability +
Accessibility + Frequency + Safety + Shift Compatibility
Each dimension could be measured
through a five-point Likert scale.
For example:
|
Dimension |
Possible
indicator |
|
Affordability |
Transport cost relative to income |
|
Accessibility |
Ease of reaching workplace |
|
Reliability |
On-time availability |
|
Frequency |
Waiting time |
|
Shift compatibility |
Availability at shift start/end |
|
Safety |
Perceived commuting safety |
|
Connectivity |
First/last-mile convenience |
A higher index score would indicate better
effective worker mobility.
This would allow workers using
metro, BRTS, city buses, shared buses, e-rickshaws and private vehicles to be
compared on a common analytical framework.
31.4
Transport Cost Burden
One particularly important variable
should be transport cost as a percentage of monthly income.
The analysis can calculate:
Monthly Transport Burden (%) =
Monthly Commuting Expenditure ÷ Monthly Income × 100
This variable is more meaningful
than simply comparing fares.
For example, a ₹100 daily commuting
cost has very different economic consequences for a worker earning ₹15,000 per
month compared with an employee earning ₹50,000.
The research can therefore test
whether transport affordability is a stronger determinant of mode choice
among lower-income workers than among higher-income workers.
31.5 Hypotheses for Empirical Testing
The study can develop the following
hypotheses.
H1:
Income and transport-mode choice
H₀: There is no significant association between worker income
and choice of transport mode.
H₁: Worker income is significantly associated with
transport-mode choice.
This tests whether lower-income
workers depend more heavily on shared transport.
H2:
Shared transport and commuting cost
H₀: There is no significant difference in average commuting
expenditure between shared-transport users and private-vehicle users.
H₁: Shared-transport users have significantly different, and
potentially lower, average commuting expenditure than private-vehicle users.
The analysis should control for
distance because a longer journey naturally increases cost.
H3:
Transport mode and satisfaction
H₀: Worker satisfaction does not differ significantly among
metro, BRTS, city bus, shared bus, e-rickshaw and private-vehicle users.
H₁: Worker satisfaction differs significantly across transport
modes.
This is suitable for one-way
ANOVA.
The purpose is not merely to
identify the "best" transport mode but to determine which
dimensions of the transport experience create differences in satisfaction.
H4:
Travel cost and job accessibility
H₀: There is no significant relationship between commuting cost
and employment accessibility.
H₁: Higher commuting costs are significantly associated with
lower effective employment accessibility.
The expected relationship is
potentially negative: when commuting becomes excessively expensive, workers may
reject otherwise suitable jobs located farther from home.
However, correlation alone cannot
establish causality; factors such as wages, distance and worker occupation
should also be considered.
31.6 Multiple Regression Model
A stronger empirical model would
explain Worker Job Accessibility through multiple transport
characteristics.
Dependent
variable
Worker Job Accessibility
Independent
variables
commuting fare;
travel time;
waiting time;
service frequency;
reliability;
shift compatibility;
last-mile connectivity;
safety.
Conceptually:
Job Accessibility = f (Fare, Travel
Time, Waiting Time, Frequency, Reliability, Shift Compatibility, Connectivity,
Safety)
The regression would identify which
variables remain important when the other factors are considered
simultaneously.
For example, if travel time remains
statistically significant after controlling for fare and reliability, the
research could conclude that time cost—not merely monetary cost—is an
important constraint on industrial-worker mobility.
31.7 Chi-Square Analysis
A chi-square test can examine
categorical relationships such as:
Income group × Transport mode
Employment type × Transport mode
Shift type × Shared-bus dependence
Gender × Perceived safety category
Factory location × Preferred
transport mode
For example, the analysis could
determine whether low-income workers are disproportionately dependent upon
shared buses and e-rickshaws.
The important point is that the
research should report not only the p-value, but also the strength of
association, preferably using an appropriate effect-size measure such as
Cramér's V.
31.8 ANOVA: Comparing the Transport Ecosystem
ANOVA can compare mean scores across
multiple transport modes.
For example:
|
Transport
mode |
Mean
satisfaction |
|
Metro |
To be calculated from actual
survey |
|
BRTS/iBus |
To be calculated |
|
City bus |
To be calculated |
|
Shared worker bus |
To be calculated |
|
E-rickshaw |
To be calculated |
|
Private vehicle |
To be calculated |
No numerical result should be
inserted until the survey is actually conducted.
If ANOVA shows a significant
difference, post-hoc testing can identify which specific transport groups
differ from each other.
31.9 Factor Analysis: Discovering the Hidden
Dimensions of Mobility
Factor analysis can be particularly
valuable because workers may rate many individual characteristics, but these
characteristics may represent a smaller number of underlying dimensions.
For example, 20 questionnaire items
could potentially produce factors such as:
Factor
1 – Economic Accessibility
fare;
affordability;
income burden;
value for money.
Factor
2 – Operational Reliability
frequency;
punctuality;
waiting time;
service availability.
Factor
3 – Passenger Security
safety;
crowding;
driver behaviour;
night-time security.
Factor
4 – Employment Connectivity
factory access;
shift compatibility;
last-mile connectivity;
route coverage.
This would strengthen the
theoretical contribution of the paper because it could reveal what workers
actually mean when they describe a transport service as "good" or
"bad."
31.10 Mediation Analysis: A More Advanced Research
Model
A particularly interesting extension
is to investigate whether transport affects employment indirectly through
commuting burden.
The proposed relationship is:
Transport affordability
↓
Lower commuting burden
↓
Greater willingness to accept
distant employment
↓
Higher job accessibility
This would provide a deeper
explanation than a simple transport-mode comparison.
Similarly:
Transport reliability
↓
Reduced lateness/absenteeism
↓
Better employment stability
This could connect transport
research directly with industrial human-resource management.
31.11 Comparative Pithampur–Dewas Analysis
The study should not treat Pithampur
and Dewas as identical.
A comparative framework can examine:
|
Dimension |
Pithampur |
Dewas |
|
Average distance from worker
residence |
Actual survey |
Actual survey |
|
Average travel time |
Actual survey |
Actual survey |
|
Average daily cost |
Actual survey |
Actual survey |
|
Dominant transport mode |
Actual survey |
Actual survey |
|
Shift compatibility |
Actual survey |
Actual survey |
|
Last-mile difficulty |
Actual survey |
Actual survey |
|
Worker satisfaction |
Actual survey |
Actual survey |
|
Job accessibility |
Actual survey |
Actual survey |
This comparison could reveal whether
industrial geography creates different mobility requirements even within the
same regional labour market.
31.12 The Most Important Proposed Test
The central empirical question of
the paper should ultimately be:
Does affordable shared transport
increase access to industrial employment?
This can be tested by constructing
an Employment Accessibility Score and comparing workers according to
their primary transport mode and commuting burden.
If actual data demonstrate that
workers with lower-cost and more reliable shared transport report greater ability
to access distant jobs, the research will provide empirical support for the
proposition that:
Shared
transport is an economic input into the labour market.
31.13 Expected Research Contribution
The empirical extension can make
five important contributions.
1.
Transport contribution
It challenges the assumption that
metro and BRTS automatically make informal/shared transport irrelevant.
2.
Labour-economics contribution
It demonstrates that commuting cost
and travel time influence the geographical accessibility of employment.
3.
Industrial-management contribution
It connects worker mobility with
absenteeism, punctuality, employee retention and factory operations.
4.
Urban-planning contribution
It demonstrates the importance of
integrating formal mass transit with flexible feeder and worker transport.
5.
Social-policy contribution
It highlights the importance of
affordable transport for lower-income households whose employment opportunities
depend upon daily commuting.
31.14 Proposed Final Analytical Framework
The complete research model can
therefore be represented as:
Transport Infrastructure
Metro + BRTS + City Bus + Shared Bus
+ E-rickshaw + Auto
↓
Transport Characteristics
Fare + Time + Frequency +
Reliability + Safety + Connectivity
↓
Commuting Burden
Money + Time + Waiting + Stress
↓
Worker Mobility
Mode Choice + Accessibility + Shift
Compatibility
↓
Employment Outcomes
Job Access + Punctuality +
Absenteeism + Retention
↓
Industrial Outcomes
Labour Availability + Productivity +
Competitiveness
↓
Regional Economic Development
Indore ↔ Pithampur ↔ Dewas
31.15
Final Research Position
The proposed empirical study should
ultimately test a simple but powerful proposition:
A modern transport system is not
necessarily a system in which old modes disappear; it is a system in which
different modes perform different economic functions.
The metro may provide the high-capacity
trunk.
BRTS may provide the structured
corridor.
City buses may provide urban and
peripheral connectivity.
E-rickshaws may provide last-mile
access.
And Rao/Dewas-type shared buses may
provide the worker-oriented industrial connection.
The research therefore moves beyond
the question of "old transport versus modern transport."
Its real question is:
How
can every layer of Indore's transport system work together to reduce the cost
of reaching a job?
That question gives the paper a much
stronger transport economics + labour economics + urban management
research orientation.
References
Indian Institute of Management Ahmedabad. Indore City Bus
Transport Service (A/B). The cases document the collapse of organised urban
transport in the late 1990s and the subsequent role of minibuses, tempos and
auto-rickshaws.
NIUA/EMBARQ. Bus Karo – Guidebook on Planning and
Operations, including the Indore case and historical ICTSL fare structure.
Times of India. iBus fares fixed, minimum is 5, maximum
15, 2013.
Free Press Journal. AICTSL Revises Bus Fare Structure,
2024.
Historical account of Indore's transition from tanga to
tempo and later transport modes.

No comments:
Post a Comment