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Chapter 6: The Missing Middle

The Sambalpur Express pulls into the junction at 6:40 in the morning, twenty minutes late, which by Indian Railways standards counts as punctual. You step onto the platform and the air is different from Bhubaneswar — cooler, drier, carrying the faint mineral edge of a coal country that starts just beyond the city limits. The station is large enough to have multiple platforms and small enough that you can see the exit from any of them. A few autorickshaws idle outside. No Uber. No Ola, most days. A prepaid taxi counter that may or may not be staffed.

The drive into the city takes twelve minutes. You pass the district collectorate, the regional office of some central ministry, a branch of the State Bank. The government hospital — VIMSAR — appears on your left, large, crowded, in the particular state of managed decay that characterizes every tier-two public hospital in India. There is one hotel you would call “decent” without qualification. There is a market area that hums on weekday mornings and goes quiet by 9 PM. There are more educational institutions per capita than most cities twice its size: a university campus at Jyoti Vihar in Burla, a technical university that was the first engineering college in Odisha, an Indian Institute of Management established in 2015, a medical college, an open university. There is a Mahanadi Coalfields Limited headquarters that brings government salaries into the local economy. There is a handloom tradition — Sambalpuri bandha, the ikat-dyed textiles — that puts the city’s name on sarees sold across India.

And there is a feeling. You notice it after a day or two. The feeling is that this place is clearly more than a town. It has institutions, history, a cultural identity sharp enough to fuel a statehood movement. But it cannot quite claim to be a city. Not in the way that matters — not in the way that makes a young graduate from VSSUT Burla look around after convocation and say, “I could build a life here.” The ambition that Sambalpur produces in its classrooms does not land in its streets. It passes through, heading east to Bhubaneswar, south to Hyderabad, west to Bangalore. The institutions stay. The people leave.

Now pull up a map of Odisha. Mark the city populations. The Bhubaneswar-Cuttack twin city cluster sits on the eastern coast: roughly two million people in the urban agglomeration, the state capital, the high court, AIIMS, the IT park, the secretariat, the only international airport. That is the anchor. Now look for the next significant mark. Rourkela, 300 kilometres to the northwest: approximately 700,000 including the urban agglomeration, built around a single steel plant that Nehru inaugurated in 1959. Then Berhampur, 170 kilometres to the south: somewhere between 450,000 and 530,000, the largest city in southern Odisha, headquarters of a district that sends more migrant workers out of the state than any other. Then Sambalpur: 275,000 to 404,000 depending on how you draw the boundary. Balasore: 170,000. Baripada: 140,000.

The visual is striking. There is a single large dot — the Bhubaneswar-Cuttack cluster — and then a vast emptiness before the next dots appear, and those dots are small. No city in the 500,000 to one million range. No city outside the capital region with an independent economic identity strong enough to hold people in place. The gap between the top of the hierarchy and everything else is not a gentle slope. It is a cliff.

In network science, this pattern has a name. It is called a hub-and-spoke topology with missing intermediate nodes. And the consequences of that missing middle are not abstract. They shape where people can get medical treatment, where graduates can find work, where businesses can operate, where ambition can land. Every function that should be distributed across a network of intermediate cities instead concentrates in a single overloaded hub — or does not exist at all.

This chapter is about that gap. What it looks like, why it exists, what it costs, and what filling it would require.

The Urban Hierarchy Gap

In 1949, the linguist George Kingsley Zipf formalized an observation that had been circulating in geography and economics for decades: in a well-functioning urban system, if the largest city has population P, the second-largest city should have roughly P/2, the third-largest P/3, and so on. The resulting distribution, when plotted on a log-log graph, produces a nearly straight line — a smooth descent from the largest city through progressively smaller ones, each serving a progressively more local function.

The rule is an idealization. No country follows it exactly. But the deviations from it are diagnostic. When the largest city is disproportionately large relative to the second — a primacy ratio much greater than 2 — you are looking at a system that has been shaped by centralization, colonial extraction, or deliberate underinvestment in secondary centers. When the distribution is relatively smooth, you are looking at a system where economic activity and governance are distributed, where intermediate cities serve as genuine nodes connecting the primary city to the rural hinterland.

Think of it the way a software architect would. A well-designed distributed system has multiple layers: load balancers, application servers, caching layers, database replicas. Requests get handled at the appropriate level. Not every query needs to hit the primary database. A badly designed system routes everything through a single server. That server becomes the bottleneck. It gets overloaded. The endpoints on the periphery experience timeouts, dropped connections, degraded service. The system “works” in the sense that it does not crash outright, but its performance is constrained by the single point of concentration. And the single point of concentration remains the single point of concentration because no one invests in building out the intermediate layers — because all the traffic is already going through the center, which makes the center seem like the obvious place to invest.

This is Odisha’s urban network. Bhubaneswar is the overloaded primary server. The villages and small towns are the endpoints. The intermediate layer — the caching servers, the regional application nodes, the load balancers — is missing.

Look at the states that got this right. Tamil Nadu offers India’s best approximation of Zipf’s law at the state level. Chennai sits at the top: 8.7 million in the urban agglomeration as of the 2011 Census, probably approaching 10.9 million now. Then Coimbatore at 2.1 million. Madurai at 1.5 million. Tiruchirappalli at 1.0 million. Tiruppur at 0.9 million. Salem at 0.8 million. The descent is gradual. Each city has a distinct economic identity — Coimbatore is not a satellite of Chennai, it has its own textile-to-engineering-to-IT evolution spanning a century. Madurai has temples and trade. Tiruppur exports knitwear worth billions of dollars. These are independent economic organisms, not administrative artifacts.

Gujarat shows the multi-polar variant. Ahmedabad at 6.4 million, Surat at 4.6 million (and growing so fast that estimates for 2024 put it near 7.3 million), Vadodara at 2.1 million, Rajkot at 1.4 million. Four cities, each with a self-sustaining economic engine: Ahmedabad has finance and pharmaceuticals, Surat has diamonds and textiles, Vadodara has petrochemicals, Rajkot has 23,000-plus small and medium engineering enterprises. The primacy ratio — Ahmedabad to Surat — is barely 1.4. Power is distributed.

Karnataka shows what happens when primacy is high but the secondary tier still functions. Bangalore dominates at 8.5 million, but Hubli-Dharwad, Mysore, and Mangalore each exceed 600,000 and have independent economic identities. Mysore is ranked India’s number-one tier-two city for IT promotion. Mangalore has a deep-water port and a distinctive banking tradition. These cities are not Bangalore’s overflow — they have their own reasons to exist.

Now Odisha. Bhubaneswar-Cuttack: approximately two million. Then nothing in the one-million range. Nothing in the 700,000 range except Rourkela, which is a steel-plant township more than a city. Nothing in the 500,000 range. Berhampur at 450,000 to 530,000, functioning primarily as a district headquarters and market town. Sambalpur at 275,000 to 404,000. Balasore at 170,000. Baripada at 140,000.

The primacy ratio — Bhubaneswar-Cuttack to the next functional city — is roughly 3x to Rourkela, 4-5x to Berhampur, 7-8x to Sambalpur. In a Zipfian distribution, those ratios should be closer to 2x, 3x, 4x, with each city still large enough to function as a regional anchor. What Odisha has instead is one city that functions as a city, one steel-plant township, and a collection of oversized district headquarters that administer their zones without anchoring them economically.

The urbanization rate tells the aggregate story. Odisha: 16.68% in 2011 — among the lowest of any major Indian state. Tamil Nadu: 48.45%. Gujarat: 42.58%. Karnataka: 38.67%. The national average: 31.16%. Odisha’s government has set a target of 40% urbanization by 2036, which would require more than doubling the share of urban population in a decade. Current trajectories make this implausible without the emergence of functional secondary cities. And current trajectories show no sign of producing them.

Sambalpur: The Cultural Capital Without an Economy

Sambalpur’s paradox is that it has almost everything a regional city needs — except the one thing that actually makes a city work.

Start with what it has. The SEARCH cluster — Sambalpur Education and Research Cluster Hub, India’s first formal academic cluster — brings together seven institutions under a unified framework: IIM Sambalpur (established 2015), VSSUT Burla (the first engineering college in Odisha, founded in 1956 as UCE Burla, upgraded to a university in 2009), Sambalpur University (1967), Gangadhar Meher University (upgraded 2015), VIMSAR medical college (1971), Odisha State Open University (2015), and supporting institutions. In 2024, these seven formalized their collaboration. On paper, this is the kind of institutional density that cities compete for.

It has a historical identity sharper than most Indian district towns. Veer Surendra Sai — 1809 to 1884 — waged a resistance against British annexation beginning in 1827, was arrested in 1840, freed during the 1857 uprising, continued fighting until 1862, and died in imprisonment at Asirgarh Fort after twenty-two years in captivity. His resistance made Sambalpur one of the last territories the British occupied. This is not abstract heritage. It is a live political identity. The Kosali statehood movement — the demand for a separate Koshal state carved from the ten western Odisha districts — draws directly from the sense that western Odisha has always been a distinct entity, administratively merged with coastal Odisha against its cultural grain. Organizations like the Kosal Kranti Dal and the All Kosal Students Union argue that the Bhubaneswar-centric state has systematically underdeveloped its western half. After the creation of Telangana in 2014, the movement gained renewed energy. Whether or not one agrees with the demand for a separate state, the demand itself is a diagnostic: it is what happens when a region’s largest city fails to become a functional node.

Sambalpur has Mahanadi Coalfields Limited, headquartered at Jagruti Vihar. MCL is among India’s largest coal producers — 203 million tonnes as of December 2024, a 9.8% year-on-year increase. It is a subsidiary of Coal India, the world’s largest coal company. The headquarters brings administrative employment, government salaries, the consumption economy of mid-level bureaucrats and engineers. But the mines themselves are scattered across Jharsuguda, Angul, and Sonepur districts. The coal leaves western Odisha as raw material — burned in thermal plants elsewhere, processed into electricity that powers industries located in other states. MCL generates revenue. It does not generate urbanization. This is the extraction equilibrium in miniature: the resource is here, the value creation is elsewhere, and what remains is a headquarters building and a residential colony.

Sambalpur has Hirakud Dam, completed in 1957, one of the longest earthen dams in the world at 25.8 kilometres including dykes. It displaced approximately 150,000 people across 249 villages. The dam created a reservoir of 743 square kilometres that provides irrigation to the coastal delta, flood control for downstream districts, hydroelectric power for the state grid, and industrial water for factories located far from the dam. The benefits flowed outward. The costs — displacement, lost farmland, lost forest, submerged villages — stayed. This is the template the Kosali movement references most consistently: western Odisha provides the resources, coastal Odisha captures the value. The dam area itself — Hirakud town, Burla — became part of the Sambalpur metropolitan area but never developed into anything more than a government-employee consumption zone.

And Sambalpur has Sambalpuri textiles. The bandha technique — a tie-dye method applied to the warp and weft before weaving, producing the geometric patterns that anyone who has seen a Sambalpuri saree will recognize — has Geographical Indication status. It is practiced across villages in Sambalpur, Bargarh, Sonepur, and Boudh districts. It is a genuine cultural economy, rooted in local skill and centuries of tradition. But it remains a cottage industry: middlemen capture the margins, weavers lack direct market access, power looms undercut the handloom product, and no systematic effort has connected Sambalpuri textiles to modern design, digital retail, or export markets at scale. The tradition puts Sambalpur’s name on sarees sold across India. It does not put money in Sambalpur’s economy at the level that transforms a town into a city.

Connectivity is not the problem. Veer Surendra Sai Airport at Jharsuguda, thirty kilometres away, offers direct flights to Delhi, Hyderabad, Kolkata, Bangalore, Chennai, and Bhubaneswar. The Sambalpur railway junction connects to Mumbai, Kolkata, Delhi, and Chennai. NH-53, the Kolkata-Mumbai highway, passes through the city. You can reach Sambalpur. That was never the difficulty.

The difficulty is having a reason to stay.

What Sambalpur lacks is the one thing that cannot be decreed, appointed, or headquartered into existence: a private-sector economic engine. Government employment is the city’s primary function. Government and education employ; they do not compound. An IIM graduate does not look at Sambalpur and see a consulting firm to join, a startup ecosystem to enter, a corporate sector to build a career in. A VSSUT engineering graduate does not see a software company, a manufacturing firm, a technology startup. The academic cluster produces human capital. That human capital immediately exports itself. The institution is a launching pad out, not a rooting mechanism in.

The number that captures this: Sambalpur’s municipal population was 184,000 in 2011. Fifteen years later, even with generous metropolitan estimates, it is 275,000 to 404,000. A city with seven higher education institutions, an IIM, a technical university, a medical college, a coal company headquarters, an airport, a railway junction, and a Geographical Indication textile tradition has grown by perhaps 50-100% in fifteen years. Coimbatore, which had fewer institutional advantages in the 1920s, grew from a textile town into a 2.7 million metropolitan area by building an independent economic engine at every stage of its evolution. Sambalpur has the institutions. It does not have the engine.

Berhampur: The Migration Paradox City

If Sambalpur is the city with institutions but no economy, Berhampur is the city with people but no reason to stay.

Berhampur — officially Brahmapur — sits 169 kilometres south of Bhubaneswar on NH-16, the Chennai-Kolkata highway. Population: 356,598 in the 2011 municipal census, estimated between 455,000 and 534,000 by 2026. It is the largest city in southern Odisha, the headquarters of Ganjam district, and the commercial hub for a region that includes Ganjam, Gajapati, Kandhamal, and parts of Nayagarh. It has a university (Berhampur University, established 1967), a medical college (MKCG Medical College, established 1962, with 250 MBBS seats, 138 PG seats, 1,190 beds, and the largest campus of any government medical college in Odisha at 162 acres), an IISER (Indian Institute of Science Education and Research), a silk industry with centuries of history, and a strategic position on India’s eastern coastal corridor between two state capitals.

On paper, this is a city with assets. On the ground, it is a city that its own people leave.

Ganjam district is Odisha’s largest migration-sending district. The Odisha Migration Survey 2023, conducted by IIT Hyderabad across 15,000 households, found that Ganjam has 373,254 current interstate migrants — the highest of any district in the state. Forty percent of them go to Gujarat. The Ganjam-Surat migration corridor has existed for over eighty years: an estimated 700,000 Odias from Ganjam work in Surat’s powerloom industry alone. The district receives the highest remittances in Odisha — nearly Rs 120 crore per month, Rs 1,440 crore per year, flowing back to fund house construction, family expenses, and what amounts to a consumption economy sustained by wages earned 1,400 kilometres away.

Here is the paradox in its sharpest form. Berhampur has half a million people. Ganjam district sends 700,000 workers to a single city in another state. The district’s own capital cannot absorb a fraction of the labor that Surat absorbs effortlessly. The connection that should exist — villages to district city to state economy to national economy, each node adding value — does not exist. The connection bypasses the intermediate node entirely. A worker from a village in Ganjam does not stop in Berhampur to work. He passes through Berhampur to catch a train to Surat. The intermediate node is physically present and economically invisible.

This is where the network science metaphor stops being decorative and starts generating genuine insight. In a healthy network — a well-connected internet, a functioning social graph, a distributed computing system — intermediate nodes serve a critical function. They reduce path length. They distribute load. They provide redundancy. A message from a peripheral node does not need to travel all the way to the hub to reach its destination; it can route through an intermediate node that serves the local cluster. Remove the intermediate nodes and the network degrades in specific, predictable ways: the hub overloads, the periphery experiences latency, the overall system becomes fragile because every function depends on a single point.

Berhampur should be the intermediate node connecting southern Odisha’s villages to the state and national economy. It should be the place where agricultural produce is processed, where surplus labor finds industrial employment, where young people access higher education and healthcare without traveling 170 kilometres to Bhubaneswar, where small businesses serve a regional market. Instead, the agricultural produce leaves raw. The labor migrates to Surat. The students go to Bhubaneswar. The patients travel to AIIMS Bhubaneswar for any specialist treatment MKCG cannot provide. Every function that should route through the intermediate node routes instead through the hub or bypasses the network entirely.

What does Berhampur’s economy actually consist of? Government jobs, trade (redistribution, not production), the Berhampuri Patta silk industry (beautiful, culturally significant, economically marginal), and the medical college. MKCG is the only tertiary healthcare center for all of southern Odisha — a genuine anchor that could, in theory, seed a health-services economy around it: diagnostics labs, pharmacy chains, medical equipment suppliers, health IT startups, nursing colleges feeding into the regional health system. This has not happened. The medical college exists as an island of institutional capacity in an ocean of economic emptiness.

The one development that could change everything is Gopalpur Port. Located sixteen kilometres from Berhampur, Gopalpur is a minor port that Adani Ports and Special Economic Zone acquired (95% stake) in March 2024 for Rs 1,349 crore. Committed investments total Rs 16,554 to 18,654 crore for port expansion and adjacent industrial infrastructure. The Adani Group has also proposed a Gopalpur-Jeypore economic corridor under the PM GatiShakti scheme, which would cut the Ganjam-to-Jeypore journey from nine hours to three and a half, connecting the coast to the mineral-rich tribal interior of southern Odisha. Gopalpur is part of Node-1 of the Odisha Economic Corridor under the National Industrial Corridor Development Program, linking Gopalpur to the Bhubaneswar-Kalinganagar industrial axis.

If even half of the committed investment materializes, it could create the industrial-logistics anchor that Berhampur has never had. A functioning port creates a multiplier: warehousing, freight forwarding, customs brokerage, container repair, shipyard services, and — critically — manufacturing that locates near the port to minimize logistics costs. Visakhapatnam, 255 kilometres further south on the same NH-16, built its 2.1 million-population economy on exactly this foundation: port plus steel plus pharma plus navy plus IT, no single sector dominant, each reinforcing the others.

But Odisha has a long history of announced investments that do not materialize at committed scale. POSCO promised $12 billion in 2005, fought community resistance for twelve years, and withdrew without producing a single tonne of steel. The pattern is familiar enough to warrant explicit uncertainty: the probability that Gopalpur Port investment materializes at the committed scale and transforms Berhampur’s economy within a decade is, in the honest assessment of someone who has watched Odisha’s investment landscape, perhaps 30-40%. The probability that some investment materializes but at a reduced scale that creates employment without transforming the city is higher — perhaps 50-60%. The probability that announcement remains largely announcement is 15-25%. [Confidence: ~60% that significant but sub-transformative investment occurs; ~25% that transformative investment occurs; ~15% that the pattern of non-materialization repeats.]

The Berhampuri Patta silk tradition — thick, textured silk sarees with distinctive Odissi-style weaving and temple designs, dating to the fourteenth century, attributed to the Mohuri kings — has GI status and cultural significance. One saree requires up to seven days of work at twelve hours per day. The industry supports thousands of weaver families. But it has not industrialized. The comparison with Surat is instructive and bitter: Surat took textile production, industrialized it through powerlooms, and built a city-shaping economic engine. Berhampur kept its textile tradition artisanal, beautiful, and economically insufficient. Handloom is culture. Powerloom is economy. Berhampur has the former. Surat, which employs 700,000 people from Berhampur’s own district, has the latter.

Balasore and Baripada: The Peripheral Nodes

Move to the north of Odisha and the pattern continues, but with a twist: the assets that should generate urban gravity are present, visible, and structurally incapable of doing so.

Balasore sits on NH-16, the main coastal highway, 200 kilometres northeast of Bhubaneswar and 240 kilometres from Kolkata. Population: approximately 170,000. The city’s most distinctive feature is the Integrated Test Range at Chandipur, operated by DRDO. Abdul Kalam Island — formerly Wheeler Island — approximately seventy kilometres offshore, is the primary launch site for India’s missile testing program. Nearly every strategic missile India has developed — Agni, Prithvi, Akash, BrahMos, Astra, Nirbhay, Shaurya, and the ASAT anti-satellite weapon — has been tested from this facility. Chandipur beach itself draws visitors for the “vanishing sea” phenomenon: tides that cause the water to recede up to five kilometres, exposing the seabed twice daily.

A city with one of the most advanced defence research facilities in Asia, located on a major national highway between two large metropolitan areas, with a natural phenomenon that could anchor a tourism industry. Why is its population 170,000?

Because defence establishments are closed systems. They do not create open-economy multipliers. DRDO scientists and engineers live in townships with their own housing, their own schools, their own recreational facilities. They consume in local markets — buying vegetables, visiting restaurants, using auto-rickshaws — but they do not generate the entrepreneurial spillovers that a comparable civilian research establishment might. The security requirements actively prevent knowledge transfer: you cannot start a company based on what you learned at the missile test range. The supply chains are government-controlled, the procurement processes are centralized, the intellectual property is classified. The defence establishment creates an enclave, not an ecosystem.

This is a pattern documented worldwide. Los Alamos, New Mexico, has hosted one of America’s most important national laboratories since 1943. Its population is 13,000. Livermore, California, hosts the other major nuclear weapons lab. Its population is 90,000 — but Livermore is in the San Francisco Bay Area, where the surrounding civilian economy provides the ecosystem that the lab alone cannot. Balasore has the defence facility without the surrounding ecosystem. The lab exists. The city does not grow around it.

Beyond DRDO, Balasore’s economy is agricultural (paddy, wheat on fertile alluvial soils), modestly industrial (Emami Paper Mills, Birla Tyres), and transit-dependent. People pass through Balasore on the way between Kolkata and Bhubaneswar. They do not stop. Fakir Mohan University provides higher education. Fakir Mohan Medical College was established as recently as 2018. The city is covered under AMRUT and was proposed for the Smart Cities Mission. None of this changes the fundamental equation: no civilian economic engine, no reason for the educated to stay, no mechanism for converting institutional presence into urban growth.

The flooding dimension matters. The Balasore-Bhadrak coastal belt is chronically flood-prone. This deters private investment, raises insurance costs, and creates a recurring cycle of damage-recovery that consumes administrative capacity. You cannot build a sustainable economic base in a city that floods regularly if you have not first solved the flood management problem. Balasore has not solved it.

Baripada, 140 kilometres northwest of Balasore, is the headquarters of Mayurbhanj district — the third most populous district in Odisha and the one with the largest tribal population. Scheduled Tribes and Scheduled Castes constitute 58.72% and 7.33% of the total population respectively. The major communities include Santhal, Kolha, Bhuiyan, Munda, and Kisan. Mayurbhanj was the last princely state to merge with India, acceding on January 1, 1949, under Maharaja Pratap Chandra Bhanja Deo.

Baripada sits at the gateway to Simlipal Tiger Reserve — one of India’s premier wildlife areas, home to tigers, elephants, and extraordinary biodiversity. The district has three iron-ore mines at Gorumahisani, Badampahar, and Sulaipat, spanning 2,382 hectares and producing ore valued at Rs 11,698 crore. North Orissa University is located here. The district is covered under AMRUT.

And yet. Population: 117,000 in 2011, perhaps 140,000 now. No airport. No organized tourism ecosystem for Simlipal. Limited hotels. Poor road connectivity to the tiger reserve. No industry beyond iron ore extraction that — consistent with the extraction equilibrium — leaves the district as raw material with the value captured elsewhere. The Chhau dance tradition of Mayurbhanj, one of India’s most dramatic martial dance forms, has UNESCO Intangible Cultural Heritage status. It has not produced a cultural economy.

Baripada and Balasore are not failing cities. That would imply they were once succeeding and then declined. They are cities that never received the conditions necessary to become functional nodes. They serve their immediate hinterland — the district collector sits here, the court operates, government employees consume — and they connect to nothing beyond it. They are endpoints, not nodes. In network terms, they are leaf nodes with a single connection to the hub. Cut that connection — a cancelled train, a blocked highway during floods, a pandemic lockdown — and they are stranded.

Why Middle Cities Failed: The Structural Analysis

The individual city stories converge on a common diagnosis. Five structural causes explain why Odisha’s middle cities failed to become functional urban nodes. None of them is sufficient alone. Together, they create a self-reinforcing trap.

First: no local economic engine. This is the foundational problem. Every functional middle city in India — every one, without exception — has at least one economic engine that operates independently of government. Coimbatore has textiles evolving into engineering evolving into IT over a century, each transition driven by private enterprise. The textile mills of the 1920s and 1930s created an entrepreneurial class. That class diversified into pump manufacturing — Coimbatore produces roughly half of India’s motors and pumps. The engineering base created a skilled workforce. The workforce attracted IT companies. Today Coimbatore ranks as India’s thirteenth-best startup ecosystem. Rajkot has 23,000-plus small and medium enterprises across fifteen industrial estates in a 25-kilometre zone, producing auto components, diesel engines, watch parts, forgings, castings, machine tools. Mysore has IT (Infosys’s second campus, deliberately cultivated by state policy) plus heritage tourism (the Mysore Palace draws over six million visitors annually).

What do Sambalpur, Berhampur, Balasore, and Baripada have? Government offices, a university, and a hope that something will turn up. The economic function of these cities is administration and consumption. They do not produce anything at scale that competes in external markets. They do not have a cluster of enterprises that are customers and suppliers to each other. They are not nodes in any value chain. They are endpoints of a government payroll.

Second: government employment concentrated in Bhubaneswar. The state capital absorbs all administrative oxygen. The secretariat, the high court, the regulatory bodies, the headquarters of every state-level agency, AIIMS, the IT parks (Infocity, STPI), the cultural institutions, the central government offices — all in Bhubaneswar. What the district headquarters gets is a collector, a few department branch offices, a court, and a sense of institutional thinness. A civil servant posted to Sambalpur or Berhampur experiences it as a step down, if not a punishment posting. The career incentives point toward the capital. The institutional weight concentrates there. And because the institutions are in Bhubaneswar, the service-sector employment that follows institutions — lawyers, consultants, accountants, IT support, medical specialists, hotel operators — also concentrates there.

In the 2024-25 Odisha Economic Survey, industry contributes 41.3% of GSVA, but this industrial activity clusters in a few zones: Kalinganagar steel, Angul-Talcher coal and aluminium, Paradip petrochemicals. None of these industrial clusters are in or near the secondary cities. The industrial economy and the administrative economy both bypass the middle tier.

Third: education that does not retain. This is perhaps the most counterintuitive failure, because it looks like success. Sambalpur has an IIM. Berhampur has an IISER. Every secondary city has at least one university. The institutions exist. The pipeline they create flows in one direction: in from the hinterland, out to the metro.

An IIM Sambalpur graduate does not stay in Sambalpur. There is no consulting firm to join, no financial services company to work for, no corporate sector to build a career in. The placement report will show graduates heading to Mumbai, Bangalore, Hyderabad, Delhi. An MKCG Medical College graduate — one of 250 MBBS students admitted each year to southern Odisha’s only major medical institution — does not practice in Berhampur. The best students specialize elsewhere. The specialists who stay are the ones who could not get a better posting. A VSSUT Burla engineering graduate does not write code in Sambalpur. There is no software company there.

The education system functions as an elevator: it lifts people from the rural hinterland, stops briefly at the university town, and deposits them in the metropolitan economy. The university town gets the student’s tuition fees and four years of consumption spending. It does not get their career, their taxes, their entrepreneurial energy, or their children’s enrollment in local schools. Education in these cities is a launching pad out, not a rooting mechanism in. IIM Sambalpur is located in Sambalpur but functionally belongs to the national economy. It could be located on the moon for all the local economic integration it creates. [This is a harsh assessment. The counterargument — that IIM Sambalpur’s incubation programs and industry interactions could eventually create local linkages — deserves acknowledgment. But the current evidence shows minimal local retention of graduates or entrepreneurial output.]

Fourth: no cultural infrastructure. This sounds trivial next to the absence of industry and jobs. It is not. Cultural infrastructure — multiplexes, bookstores, cafes, restaurants worth going to, co-working spaces, live music venues, theatres, art galleries, parks that are maintained, sports facilities — is the network-effect layer of urban life. People move where other people like them already are. A software engineer choosing between Bhubaneswar and Sambalpur is not just comparing salaries. She is comparing whether her children will have a good school, whether she can watch a movie on a Friday evening, whether there is a cafe where she can meet friends, whether there is a bookstore she can browse, whether there are weekend activities beyond visiting relatives.

The concept of the “creative class” — coined by the urbanist Richard Florida, much debated, but with a core insight that holds — is that the knowledge workers who drive modern urban economies choose cities based on quality of life, tolerance, and the presence of other knowledge workers. You can build an IT park in Sambalpur. If the knowledge workers you want to work there have to drive thirty minutes for a decent restaurant and cannot find a school they trust for their children, they will choose Bhubaneswar or Bangalore, even at a lower salary. The quality-of-life deficit is a genuine structural barrier, not a frivolous complaint.

Until very recently, Baripada had no multiplex. Sambalpur has no professional theatre. Berhampur has no art gallery. Balasore has no live music venue. The cultural economy in these cities is zero. And a cultural economy of zero generates a pull factor of zero for exactly the demographic these cities most need to attract: young, educated, entrepreneurially inclined professionals.

Fifth: adequate transit connectivity but no economic integration. This is the most frequently misdiagnosed problem. People assume that connectivity is the issue — build more roads, run more trains, and the secondary cities will grow. The connectivity already exists. Sambalpur has a railway junction and a nearby airport. Berhampur is on NH-16 with direct highway access to both Bhubaneswar and Visakhapatnam. Balasore sits on the Howrah-Chennai rail corridor and NH-16. You can reach these cities. Getting there is not the problem.

The problem is that connectivity serves transit, not integration. The highway passes through Berhampur; it does not stop there. The train arrives in Sambalpur; the graduates it carried four years ago depart on the next one. Connectivity without an economic reason to stop is just a corridor. And a corridor benefits the nodes at either end — Bhubaneswar and the destination metros — more than it benefits the point in between. Indeed, improved connectivity can actually drain secondary cities: better roads to Bhubaneswar make it easier for Sambalpur’s educated class to commute to the capital for services, entertainment, and eventually employment, reinforcing the hub’s dominance rather than building the intermediate node.

What is missing is not connectivity but economic integration — the condition where goods, services, labor, and capital flow through the secondary city because it adds value at that point in the network. The secondary city processes agricultural produce, manufactures components, provides specialized services, hosts supply-chain operations that need a regional presence. Connectivity is the plumbing. Economic integration is the water. Odisha has built some of the plumbing. The water has not arrived.

What Functional Middle Cities Look Like

The easiest way to understand what Odisha’s secondary cities lack is to look at cities that have what they lack. Not as aspiration, but as diagnostic: what specific features are present in cities that work and absent in cities that do not?

Coimbatore is the deepest case study because it shows how a middle city builds itself over time. The story starts in the 1920s and 1930s with cotton textile mills. Not a government project — private entrepreneurs, the Gounders and Naidus of the region, establishing mills because the combination of water from the Noyyal River, proximity to cotton-growing regions, and an already-existing handloom tradition created a natural advantage. By the 1960s, Coimbatore had a critical mass of textile-industry workers who understood machinery. Entrepreneurs diversified into manufacturing the machines themselves — wet grinders, pumps, motors, machine tools. By the 1990s, this engineering base had created an auto-components industry. By the 2010s, the combination of engineering talent, educational institutions (50,000-plus engineers graduating annually from 25-plus colleges), and the post-pandemic remote-work shift attracted IT companies and startups. Today Coimbatore’s metropolitan population exceeds 2.7 million, it has its own international airport, a Tidel Park IT cluster, and a business culture distinct from Chennai.

The critical insight is that each stage of Coimbatore’s evolution was driven by private enterprise building on existing capabilities, not by government decree. The textile entrepreneurs diversified because they saw an opportunity. The engineering firms evolved because the workforce was already there. The IT companies came because the talent was available and the cost of operations was 25-35% lower than Chennai or Bangalore. At no point did someone in a ministry say “let there be an IT hub in Coimbatore.” The hub emerged because each previous layer created the conditions for the next.

What Coimbatore has that Sambalpur does not: an entrepreneurial class with multi-generational depth, a manufacturing-to-services transition pathway, an education-to-employment pipeline that works locally (graduates stay because there are companies to join), quality of life that competes with metros for remote workers, and functional municipal governance with real revenue capacity.

Rajkot proves that middle cities can be built entirely by small and medium enterprises. No mega-anchor. No Tata Steel or SAIL. Instead: 23,000-plus SMEs across fifteen industrial estates in a 25-kilometre zone. The city’s engineering and auto-ancillary industry employs over 100,000 people and generates Rs 3,000-plus crore in annual turnover. Products include bearings, diesel engines, automotive components, forgings, castings, machine tools, watch parts, and kitchen appliances. Diamond cutting is a secondary sector. Population: approximately 1.6 million.

The Rajkot model is essentially cluster economics. Each enterprise is a customer and supplier to others in the cluster. A forging company supplies a diesel-engine manufacturer who supplies an agricultural-equipment maker. The cluster creates its own demand. It also creates its own workforce training system: workers learn skills at one firm and carry them to the next, or start their own. The cluster is self-reinforcing in a way that a single large employer is not — lose one company and the cluster absorbs the shock; lose the single employer and the city collapses.

What Rajkot has that Odisha’s cities do not: the Kathiawadi-Bania-Patel entrepreneurial culture — a mercantile tradition going back centuries, a social norm that celebrates business ownership, risk-taking, and reinvestment. This is not a trivial observation. It points to a real constraint: entrepreneurial ecosystems require entrepreneurial culture, and culture cannot be installed by policy. Rajkot’s 23,000 SMEs did not appear because of a government scheme. They appeared because the people in Rajkot expected to run businesses the way people in Sambalpur expect to get government jobs. The cultural default matters.

Mysore shows the deliberate-strategy variant. The city was recognized as India’s number-one tier-two city for IT promotion. Infosys established its training campus there. L&T Infotech, Wipro, and others followed. The government invested in IT infrastructure. Heritage tourism — the Mysore Palace, Chamundi Hills, Brindavan Gardens — provided a quality-of-life anchor that attracted the kind of workers IT companies need. Population: approximately 1.2 million.

What Mysore has that Berhampur does not: a state government that saw the secondary city as an asset to develop, not a backwater to administer; a proximity to Bangalore (150 kilometres) close enough to benefit from the ecosystem but far enough to maintain its own identity; a heritage brand with international recognition; and the resulting virtuous cycle where IT employment attracts services, services improve quality of life, quality of life attracts more IT employment.

Visakhapatnam — 255 kilometres south of Berhampur on the same NH-16 — is the most complete counterexample. A city of 2.1 million with a GDP of $43.5 billion (the tenth-largest city economy in India as of 2025), built on multiple anchors: the fifth-busiest cargo port in India, Visakhapatnam Steel Plant (7.3 MTPA capacity, 28,000 employees), the Eastern Naval Command headquarters, a pharmaceutical cluster at Jawaharlal Nehru Pharma City (2,143 acres, 104 operational companies), a growing IT sector (Rs 54 billion turnover, plus Google’s $6 billion data-center investment), and Hindustan Shipyard. Services contribute 55% of GDP, industry 35%, agriculture 10%.

The Visakhapatnam lesson is diversification. No single sector accounts for more than 25% of economic activity. If the steel plant struggles, the port still functions. If IT slows, the navy and pharma sectors continue. This is the network-resilience principle applied to urban economics: multiple independent connections make the node robust. Berhampur, 255 kilometres up the same highway, has zero independent connections. Everything routes through government.

The synthesis across all four comparators is a three-part test for a functional middle city:

One: an independent economic engine — at least one sector that generates private-sector employment at scale, creates supply-chain linkages, and competes in markets beyond the city. Two: a working education-to-employment pipeline — where graduates of local institutions can find work in local enterprises, creating a virtuous cycle between human capital production and human capital absorption. Three: quality of life sufficient to retain talent — the cultural infrastructure, the public services, the recreational options, the school quality, the healthcare access that makes a young professional choose this city over the metro.

Odisha’s secondary cities have zero of these three features. That is the structural diagnosis.

The Network Science of Missing Nodes

Now step back from the individual cities and look at the system.

In network theory, a healthy network has what is called a small-world topology: many nodes at multiple scales, short path lengths between any two nodes, and high clustering — meaning that nodes in one region are well-connected to each other and to nodes in other regions through intermediate hubs. The internet has this structure. Social networks have it. Biological neural networks have it. The property that makes these networks efficient is that no single node is indispensable — there are multiple paths between any two points, and the failure of one node is compensated by rerouting through others.

Remove the intermediate nodes from a small-world network and you get a hub-and-spoke topology. Every peripheral node connects only to the hub. Every message, every transaction, every request must route through the center. The hub overloads. The peripheral nodes experience degraded service. And the network becomes fragile: if the hub fails, the entire system goes down.

Odisha’s urban network is a hub-and-spoke with a single hub. The consequences are specific, measurable, and daily.

A farmer in Kalahandi who needs a specialist cardiologist must travel to Bhubaneswar. That is seven to eight hours by road. MKCG Medical College in Berhampur, four hours closer, does not have the specialist. VIMSAR in Sambalpur, roughly equidistant, does not have the specialist either. The specialist is in Bhubaneswar because AIIMS is in Bhubaneswar, because the private multi-specialty hospitals are in Bhubaneswar, because the specialists want to live in Bhubaneswar where there are other specialists, where there are conferences, where there are schools for their children, where there is a city. Every specialist concentrating in the hub makes the hub more attractive to the next specialist, which makes it less likely that Berhampur or Sambalpur will ever have one. Network lock-in.

A student in Mayurbhanj district who needs to take a competitive examination — UPSC, banking exams, CAT, GATE — must travel to Bhubaneswar for the test center. Baripada, 250 kilometres from the capital, does not have a test center for most national examinations. This is not a matter of construction costs or examination logistics; it is a matter of institutional density. The center is in Bhubaneswar because the coaching institutes are in Bhubaneswar, because the volume of candidates justifies a center in Bhubaneswar, because the infrastructure (seating, proctoring, internet connectivity for computer-based tests) exists in Bhubaneswar.

A business that needs to meet a state government official, file a regulatory approval, attend a court hearing, or meet a potential investor must go to Bhubaneswar. The high court is in Cuttack. The secretariat is in Bhubaneswar. The venture capital — such as it is — is in Bhubaneswar. The industry association meetings are in Bhubaneswar. Every administrative, legal, financial, and networking function concentrates in the hub because the intermediate nodes are too weak to host it. And the intermediate nodes remain weak because every function has already concentrated in the hub.

This is a positive feedback loop — a technical term, though it produces negative outcomes. The hub attracts functions because it has functions. The spoke loses functions because it lacks functions. Each cycle of the loop widens the gap. Each government decision to locate a new institution in Bhubaneswar — the new AIIMS, the new IIT (in Berhampur, which is a rare counter-example, though it remains to be seen whether IISER Berhampur generates local economic integration), the IT park, the convention center — reinforces the pattern.

The network perspective also reveals a cost that city-by-city analysis misses: the overloading of the hub. Bhubaneswar was designed as a planned capital for a state of 21 million (1971 census). It now serves as the only functional urban node for a state of 46 million that is connected to a national economy of 1.4 billion. The traffic congestion, the pressure on hospitals, the housing costs, the water stress, the strain on public services — these are symptoms of a network architecture that routes everything through a single point.

The specific numbers clarify the load. Bhubaneswar-Cuttack has roughly two million people and must serve as the primary urban center for a state of 46 million. That is a ratio of 1:23. Compare: Chennai (10.9 million) serves Tamil Nadu (72 million) — a ratio of 1:6.6, and Tamil Nadu has five other cities above 800,000 to distribute the load. Ahmedabad (7.9 million est.) serves Gujarat (60 million) — a ratio of 1:7.6, with three other cities above 1.4 million. Bhubaneswar is serving the functions of four or five cities and receiving the investment appropriate for one. [Confidence in the ratio comparison: ~75%. Urban agglomeration boundaries are defined differently across states, and “serving” is not a precisely measurable function. The directional claim — that Bhubaneswar is disproportionately loaded relative to comparator state capitals — holds with higher confidence, ~85%.]

The human cost of this network architecture is paid every day by people who never think in terms of network theory. The pregnant woman from Koraput who takes an overnight bus to Bhubaneswar for a high-risk delivery because the nearest hospital with a neonatal ICU is nine hours away. The entrepreneur from Sambalpur who spends two days traveling to and from the capital for a meeting that takes forty-five minutes. The family from Ganjam that sends its seventeen-year-old to Surat because the middle node that should provide local employment does not exist, and the only alternatives are subsistence agriculture or a 1,400-kilometre journey.

The missing middle is not an urban-planning abstraction. It is the reason those journeys happen.

Building the Missing Nodes

The final question is whether the missing nodes can be built. And the honest answer is: yes, but not the way anyone currently plans.

You cannot build middle cities by decree. India’s history is littered with “planned cities” and “industrial townships” and “smart cities” that remained plans or became ghost towns. The Smart Cities Mission itself — which included Sambalpur and Balasore among its proposed Odisha selections — has been widely assessed as producing infrastructure upgrades within existing cities rather than transforming urban economics. AMRUT, which covers nine Odisha cities, addresses water supply, sewerage, and drainage — essential, but these are maintenance functions, not growth engines. Providing tap water to a city that has no jobs does not make people stay. It makes their departure more sanitary.

What would a genuine network-repair strategy look like? Not a master plan — master plans are the urban equivalent of waterfall software development, producing beautiful documents that reality ignores. Instead, think of it as ecosystem cultivation: creating conditions where economic nodes can self-organize, the way Coimbatore’s economy self-organized over a century, but with deliberate acceleration.

Anchor institutions with retention mandates. IIM Sambalpur should not merely be located in Sambalpur. It should be tasked — in its mandate, in its performance metrics, in its funding conditions — with creating local economic linkages. An incubation center that produces startups addressing western Odisha’s specific problems: agricultural processing, mining-technology services, textile-industry digitization, renewable energy for coal-dependent districts. Executive education programs for MCL and NALCO managers, conducted in Sambalpur rather than sending managers to Ahmedabad or Bangalore. Consulting engagements with local industry, priced for the local market. The IIM brand can create a gravitational pull — but only if it is oriented toward the local economy, not just toward national placement statistics.

This is not unprecedented. MIT did not merely happen to be in Cambridge, Massachusetts — MIT’s deliberate engagement with the Route 128 technology corridor created an ecosystem where faculty research, student startups, and corporate R&D fed each other. Stanford’s relationship with Silicon Valley is the more famous example. The principle is that elite institutions can anchor local ecosystems if — and only if — they are designed to do so. IIM Sambalpur, VSSUT, and the SEARCH cluster collectively represent a critical mass of academic infrastructure. What they lack is the commercial ecosystem to absorb their output. An industrial estate for IT and ITES near the academic cluster — with subsidized space, broadband infrastructure, and hiring connections to the universities — could begin to close the gap.

Port-city integration. Gopalpur Port plus Berhampur could be a port-city ecosystem, but only if the state treats them as a single integrated development rather than two separate projects managed by different departments. The port development is private (Adani). The city development is municipal (Brahmapur Municipal Corporation). The connecting infrastructure — the road from Gopalpur to Berhampur, the housing for port workers, the skills training for local youth, the logistics parks, the SEZ — falls between jurisdictions. What is needed is a single authority with the mandate and budget to develop the Berhampur-Gopalpur corridor as an integrated economic zone. Call it a regional development authority. Give it the power to coordinate across the port operator, the municipal corporation, the state industrial development corporation, and the district administration. Without this, the port develops as an enclave (like DRDO in Balasore) and the city continues to languish.

Healthcare as economic anchor. MKCG Medical College in Berhampur has 1,190 beds, 250 MBBS seats, and 138 PG seats. It is the only tertiary healthcare center for all of southern Odisha. If it were upgraded to a genuine regional referral center — not just in name but in specialist capability, diagnostic equipment, surgical capacity, and research infrastructure — it would accomplish two things simultaneously. First, it would reduce the load on Bhubaneswar: every patient who can get treated in Berhampur instead of traveling to the capital is one less bed occupied in AIIMS, one less family spending money in a city they cannot afford. Second, it would create a medical economy in southern Odisha: pharmacy suppliers, diagnostic labs, medical-equipment maintenance, health-IT companies, nursing colleges, physiotherapy clinics, health-tourism services for patients from northern Andhra Pradesh who currently travel to Visakhapatnam but could be served from a closer center.

The investment required is substantial but not astronomical. Upgrading MKCG to genuine super-specialty capability — cardiac surgery, neurology, oncology, organ transplant — would cost perhaps Rs 500-800 crore. The return, measured in reduced migration to Bhubaneswar for healthcare, reduced out-of-pocket expenditure for southern Odisha’s population, and the multiplier effect of medical-economy employment, would exceed that within a decade. [Confidence: ~60% on the specific cost estimate, higher on the directional logic.]

The Sambalpur academic cluster as a deliberate knowledge city. Seven institutions, an IIM, India’s first academic cluster. What is missing is not more institutions — it is the commercial infrastructure that converts academic output into economic activity. The specific interventions: a technology park adjacent to the SEARCH campus, offering subsidized office space, shared laboratories, high-speed internet, and direct recruitment pipelines from the universities. A seed-fund specifically for startups founded by students and graduates of the cluster institutions. Corporate-outreach programs where companies from Bhubaneswar, Bangalore, and Hyderabad are incentivized to establish satellite offices near the campus, accessing the talent at lower costs. A quality-of-life investment program: apartments, restaurants, a cinema, a gym, a library — the minimum viable lifestyle infrastructure that makes a young professional willing to stay for two years and see if the ecosystem develops.

None of this is impossible. All of it requires a specific mindset: seeing the urban network as a network — a system where the performance of every node affects every other node — rather than as a collection of independent municipal projects. The Smart Cities Mission treats each city as a standalone project. AMRUT treats each city as a standalone project. The state government’s industrial policy treats investment attraction as a standalone activity unconnected to urban development. The municipal corporations operate within their boundaries. The district administrations operate within theirs. Nobody currently has the job of looking at the Odisha urban network as a network and asking: where are the missing nodes, what would it take to build them, and how do the existing nodes need to be reconfigured to distribute load?

This is the institutional gap. Not money — Odisha’s GSDP is approaching Rs 10 lakh crore, and the state has fiscal capacity. Not technology — the infrastructure tools exist. Not policy templates — the examples of Coimbatore, Rajkot, Mysore, Visakhapatnam are available for study. What is missing is the network architect: the authority, the mandate, the political will to see the urban hierarchy as a system and repair it as a system.

A Regional Development Board model — one for western Odisha anchored by Sambalpur, one for southern Odisha anchored by Berhampur, one for northern Odisha anchored by Balasore-Baripada, and the existing industrial corridors (Kalinganagar-Angul-Paradip) managed as a fourth zone — could provide this architecture. Each board would have a dedicated mandate, budget, and authority for integrated development: industrial policy, infrastructure investment, skills development, institutional location, quality-of-life investment, and municipal capacity building within its zone. The model has precedent: Singapore’s Economic Development Board, applied at the sub-state level. Maharashtra’s CIDCO (City and Industrial Development Corporation) built Navi Mumbai as a planned counter-magnet to relieve Mumbai’s congestion. None of these are perfect precedents, but they demonstrate that the institutional form can be created.

The Kosali statehood movement is, in one analytical frame, a demand for exactly this kind of institutional architecture expressed in the only political vocabulary available. The demand for a separate Koshal state is, at its core, a demand for a governance structure that treats western Odisha as a system to be developed rather than a periphery to be administered from a distant capital. If Sambalpur were a genuine regional economic center — with its own economic engine, its own talent-retention capacity, its own quality of life — the political energy driving the statehood movement would partially dissipate. The demand for separation is a measure of the pain caused by the missing node.

The same logic applies to the migration crisis that defines southern Odisha. If Berhampur were a functional intermediate node — if even 10% of Ganjam’s 373,000 outward migrants could find industrial employment in their district’s largest city — that would be 37,000 additional workers, enough to transform the city’s economic character. The migration that currently bypasses the intermediate node entirely, sending workers 1,400 kilometres to Surat, would partially reroute through the closer, lower-cost, lower-disruption option. Not all of it. But enough to change the equilibrium.

The timeline for building functional middle cities, given Coimbatore’s century-long evolution, is measured in decades, not election cycles. But the initial conditions can be created in five to seven years with focused investment. The SEARCH cluster in Sambalpur already represents critical mass. The Gopalpur Port investment in Berhampur represents a potential catalyst. What is needed is the institutional architecture to convert these assets from isolated installations into ecosystem seeds.

The alternative — continuing the hub-and-spoke architecture with Bhubaneswar as the single overloaded node — is not static. It degrades. The hub gets more congested, more expensive, more strained. The spokes get more depleted, more dependent, more desperate. The migration outflow continues. The demographic drain accelerates. The Kosali movement intensifies. The MKCG doctors leave for Bhubaneswar. The IIM graduates leave for Bangalore. The Ganjam workers leave for Surat. And the map of Odisha continues to show one large dot and a vast emptiness where a network should be.

The missing middle is not a planning failure. It is a systems failure. The urban hierarchy is a network, and the network has missing nodes. Every consequence — the migration, the brain drain, the hub overload, the peripheral deprivation, the political discontent — follows from that structural fact. Building the missing nodes is not a luxury or an aspiration. It is the precondition for everything else.

Sources

Urban Theory and Hierarchy:

Zipf, G.K. (1949). Human Behavior and the Principle of Least Effort.
Urban hierarchy, primate city and rank-size rule — e-PG Pathshala (INFLIBNET).
Rank-size rule relevance in India — Edukemy (UPSC Geography Optional 2022).
City-Size Distribution in India — IJSRD.

Odisha Urban Data:

Census of India, 2011 — city and urban agglomeration populations.
Odisha Economic Survey 2024-25 — Finance Department, Government of Odisha.
Odisha Economic Survey 2025-26 — GSDP approaching Rs 10 lakh crore (Pragativadi).
Urban Scenario — Odisha Housing and Urban Development Department (HUDD).
List of cities in Odisha by population — Wikipedia / citypopulation.de.
CAG Overview of Urban Local Bodies in Odisha — Chapter 4 audit report.

Sambalpur:

Veer Surendra Sai — Wikipedia (1809-1884, resistance to British annexation).
Sambalpur State — Wikipedia (Chauhan dynasty, princely state history).
Kosal state movement — Wikipedia / Scroll.in (statehood demand, post-Telangana momentum).
IIM Sambalpur — official website (established 2015).
SEARCH academic cluster launch — OdishaTV (2024, seven institutions, India’s first).
VSSUT Burla — Wikipedia (first engineering college in Odisha, 1956).
Sambalpur University — Wikipedia (established 1967).
Mahanadi Coalfields Limited — Wikipedia / official website (203 MT production, December 2024).
Hirakud Dam — 150,000 displaced, 249 villages submerged, 743 sq km reservoir.
Veer Surendra Sai Airport, Jharsuguda — Wikipedia (flights to Delhi, Hyderabad, Kolkata, Bangalore, Chennai).

Berhampur:

Brahmapur Municipal Corporation — Census 2011 (356,598 population).
Brahmapur population estimates — World Population Review / citypopulation.de.
MKCG Medical College — Wikipedia / official website (250 MBBS seats, 1,190 beds, 162 acres).
Berhampur Patta — Wikipedia / Nirguna (GI status, 14th-century origins, 7-day production per saree).
Gopalpur Port — Wikipedia (Adani acquisition Rs 1,349 crore, March 2024).
Adani Gopalpur Port expansion — Construction World (Rs 16,554-18,654 crore committed investment).
Gopalpur-Jeypore Economic Corridor proposal — OdishaBytes (PM GatiShakti, BOOT model).
Odisha Economic Corridor (NICDIT) — SASEC.
IISER Berhampur — Indian Institute of Science Education and Research.

Ganjam Migration:

Odisha Migration Survey 2023 — IIT Hyderabad (373,254 current migrants from Ganjam, highest of any district).
Study of Migration from Ganjam to Gujarat — Work Fair and Free (700,000+ Odias in Surat).
How migration is changing Odisha villages — IDR.
Caste identity among Odia migrants in Surat — IndiaSpend.
Ganjam remittances — Rs 120 crore per month.

Balasore:

Abdul Kalam Island / Integrated Test Range — Wikipedia (DRDO missile testing facility).
Chandipur Beach — Odisha Tourism (vanishing sea phenomenon).
Balasore district — Government of Odisha / Wikipedia.
Fakir Mohan University and Medical College.
Emami Paper Mills, Birla Tyres.

Baripada:

Mayurbhanj district — Wikipedia (third most populous, largest tribal population, 58.72% ST+SC).
Baripada — Wikipedia (population 117,000, Mayurbhanj princely state capital).
Mayurbhanj State — last to merge with India, January 1, 1949.
Simlipal Tiger Reserve.
Gorumahisani-Badampahar-Sulaipat iron ore mines (2,382 ha, Rs 11,698 crore).
North Orissa University.

Comparative Cities:

Coimbatore — ThePrint (textile-to-IT transition), Wikipedia (economy), Smart City portal (50,000+ engineers/year, NASSCOM 2023 startup ranking).
Rajkot — Rajkot Chamber of Commerce (23,000+ SMEs), rajkotonline.in (industries), SSRN (non-technological innovations).
Mysore — Wikipedia (IT second-city strategy, Mysore Palace 6M+ visitors/year).
Visakhapatnam — Wikipedia (economy, $43.5B GDP), yovizag.com (port-city transformation).
Technopark Trivandrum — Wikipedia (12.72M sq ft, 490+ companies, 75,000+ professionals).

Tamil Nadu Urban Hierarchy:

List of cities in Tamil Nadu by population — Wikipedia / Census 2011 (Chennai 8.7M, Coimbatore 2.1M, Madurai 1.5M, Trichy 1.0M, Tiruppur 0.9M, Salem 0.8M).

Gujarat Urban Hierarchy:

List of cities in Gujarat by population — Wikipedia (Ahmedabad 6.4M, Surat 4.6M, Vadodara 1.8M, Rajkot 1.3M).
Emerging trend of urbanization in Gujarat — Frontiers in Sustainable Cities.

Karnataka Urban Hierarchy:

Hubli-Dharwad — Wikipedia (McKinsey’s 49 metropolitan growth hotspots).
Economy of Hubli — Wikipedia.

Municipal Finance:

Janaagraha — Revenue Augmentation (India’s municipal revenue ~1% of GDP vs Brazil 7.4%, South Africa 6%).
15th Finance Commission — Rs 1,087 crore for Odisha ULBs in 2020-21.

Food Processing:

Invest Odisha — Agro and Food Processing (0.7% of agricultural produce processed, 25% target).
Food Processing Policy 2022 — Invest Odisha.
ODOP scheme — 30 products for 30 districts.

Other:

Kalinganagar — Wikipedia / Business Standard (Tata Steel Phase II 8 MTPA, Rs 27,000+ crore, total Rs 100,000 crore).
Bhadrak — Wikipedia (FACOR, flooding vulnerability).
Puri Heritage Corridor — Rs 4,200 crore investment.
Rise of Tier 2 and 3 cities as investment hubs — Invest India.

Cross-References

The Leaving (full_read/the-leaving/): The Ganjam-Surat migration corridor analyzed in Chapter 3 (“The Other Odisha in Surat”) is the human consequence of Berhampur’s failure as an intermediate node. Chapter 1’s finding that Odisha cannot say within a factor of two how many people have left gains new meaning when the intermediate cities that should retain them do not function. Chapter 5’s analysis of remittance spending — Rs 120 crore per month flowing into Ganjam for consumption rather than productive investment — reflects the absence of a local economy to invest in.

The Churning Fire (full_read/the-churning-fire/): Chapter 8’s network-topology analysis of SHG networks and consciousness-spreading mechanisms applies directly to urban networks. The same principles — hub nodes, intermediate connectors, threshold effects, network lock-in — that explain how collective consciousness shifts also explain why Odisha’s urban hierarchy is stuck. The network architecture that makes consciousness change difficult is the same architecture that makes urban development concentrate in a single hub.

Political Landscape (full_read/political-landscape/): The Kosali statehood movement is a political expression of the missing-middle-city problem. Western Odisha’s demand for separation is a demand for a functional regional capital. The Bhubaneswar-centrism analyzed in the political landscape series is the governance dimension of the hub-and-spoke architecture analyzed here.

The Long Arc (full_read/the-long-arc/): Chapter 3’s analysis of Hirakud Dam — 150,000 displaced, benefits flowing to coastal Odisha — is the origin template for the extraction pattern that keeps western Odisha’s cities stunted. Chapter 5’s extraction equilibrium (extract-welfare-votes-extract) operates through the same hub-and-spoke topology: resources extracted from the periphery, value captured at the center, welfare redistributed back to maintain the equilibrium.

Delhi’s Odisha (full_read/delhis-odisha/): Chapter 1’s Freight Equalization Policy analysis — forty-one years of subsidizing raw-material transport that destroyed Odisha’s industrial advantage — explains why no manufacturing cluster emerged in the secondary cities. If processing minerals locally carried no cost advantage over shipping them to distant factories, there was no reason for industry to locate near the mines, and no reason for the nearest city to grow.

Value Chain (full_read/value-chain/): Chapter 5’s analysis of the labor gap and the brain-drain pattern from NIT Rourkela directly parallels the education-to-employment pipeline failure documented here for VSSUT, IIM Sambalpur, and MKCG Medical College. The 90/10 value split in mineral processing — 90% of value captured outside Odisha — is the economic mechanism behind the urban hierarchy gap.

Tribal Odisha (full_read/tribal-odisha/): Baripada and Mayurbhanj’s tribal hinterland — the 58.72% ST+SC population — requires a functional intermediate city that can provide culturally sensitive governance and development. The absence of that city means tribal communities deal directly with the state capital (when they deal with the state at all) or fall outside the network entirely. Chapter 4’s analysis of PESA implementation failure and Chapter 5’s documentation of displacement at Kalinganagar reflect what happens when peripheral communities have no intermediate node to advocate through.

Environmental Odisha (full_read/environmental-odisha/): Chapter 6’s analysis of the coal-to-renewable transition directly threatens Sambalpur’s MCL-dependent economy. If coal production declines under CBAM pressure and energy-transition mandates, Sambalpur loses its largest institutional employer without having built an alternative economic engine. The environmental series’ analysis of flooding in the Bhadrak-Balasore coastal belt explains one of the structural barriers to Balasore’s urban growth.

Culture of Odisha (full_read — referenced across series): The Sambalpuri identity analyzed in cultural context — the bandha textile tradition, the Kosali linguistic distinctiveness, the Chhau dance of Mayurbhanj — represents cultural capital that has not been converted into economic capital. The cultural distinctiveness of the secondary cities exists. The institutional mechanism to monetize it does not.

Women’s Odisha (full_read/womens-odisha/): Chapter 1’s analysis of the “75-95-0” pattern — women perform 75-95% of agricultural labor and receive 0% of the land ownership — is intensified in districts where the men have migrated. The empty villages of Ganjam, where women manage agriculture alone while remittances fund house construction they may not control, are a direct consequence of Berhampur’s failure to absorb local labor. The SHG networks (Mission Shakti) that provide women’s only institutional infrastructure operate primarily in the rural hinterland that the missing middle cities should be serving.

Source Research

The raw research that informs this series.