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International Journal of
            Population Studies                                                     The paradox of urban decline in India



              The study considered population decline as a key   model was performed multiple times for different groups
            indicator of urban shrinkage like many other studies,   of urban centers to yield better explanations of the
            as  data  on  economic  dimensions  at  the  city  level  were   associated factors and intensity of the effect. The groups of
            not available. The classifications of urban center as per   urban centers in this context refer to the entirety of urban
            population growth are growing, stabilizing, declining, and   centers at the surveyed site, encompassing urban centers
            shrinking. Urban centers with negative population growth   without larger agglomerations, urban centers without
            from 2001 to 2011 are considered as declining, while those   class I cities, and urban centers consisting of only class I
            that had experienced population drop for two consecutive   cities. The purpose of the analysis was to identify the key
            decades  (1991–2001  and  2001–2011)  are  considered   demographic and local characteristics that affect urban
            shrinking. Similarly, growing urban centers are those that   decline.
            have a population growth rate above 2%, and stabilizing   Before going into details of the findings, it is pertinent
            urban centers are those that have a growth rate between   to understand the concept and definition of urban. As per
            0% and 2% per annum. The attribute table with city-level   the Census of India,  there is a  two-fold classification of
            information was linked to the spatial layer of towns/cities’   the urban centers, i.e., statutory town  and census town .
                                                                                             1
                                                                                                            2
            locations for further analysis.                    Further, based on city population size, the Census of India
              In  addition,  the  bivariate  local  Moran’s-I  has  been   provides a six-fold classification, covering Class I (>100,000
            applied to examine the association between the level of   population), Class II (50,000 to 99,999), Class III (20,000
            urbanization and the share of declining urban centers   to 49,999), Class IV (10,000 to 19,999), Class V (5000 to
            across the districts. The analysis was performed to identify   9,999), and Class  VI towns (<5,000). Furthermore, this
            the spatial clusters where the share of declining urban   study used “shrinking city” as a scientific term, and “urban
            centers was higher. The following formula was applied in   centers”  was  used  as  a  neutral  term  to  describe  urban
            that analysis:                                     settlements. According to census classifications, urban
                                                               settlements with populations above 100,000 are regarded
                                   n  ∑∑      − jW (x  −x) (y  as cities. In a few cases, the terms “town” and “city” are
                                        i
            Bivariate Local Moran’s I =  *  ij  i  j Y)  (I)   used synonymously.
                                  S 0   ∑ i (y i  − Y) 2
                                                               3. Results
              where x and y represent used variables; x̄ represents
            the mean of x; Ȳ represents the mean of y; n represents   3.1. Trajectory of urban decline in India
            the number of spatial units; W  is the standardized weight   Urban population growth in India is the result of the
                                    ij
            matrix between observation i and j with zeroes on the   collective growth of urban centers, as well as the newly
            diagonal;  and S  represents aggregated spatial weights,   classified urban settlements. Therefore, urban growth
                         0
            i.e., S =∑ ∑w .                                    is significantly associated with the growth rate of urban
                   i j
                0
                      ij
              In addition to that, bivariate analysis was performed   centers.  Figure  1 illustrates the interconnectedness
                                                               between urban growth and the growth pattern of urban
            to show the share distribution of growing, stabilizing, and   centers, demonstrating how the trajectory of urban
            declining urban centers and underscore the characteristics   growth has changed in the past century, specifically
            in which population decline in urban centers is prominent.   the share of growing, stabilizing, and declining urban
            City-level background characteristics variables were   centers in India from 1911 to 2011 and the annual
            entered into this analysis as explanatory variables. A binary   urban growth rate. Over the past century, a significant
            logistic regression analysis was applied to understand the   transition has occurred in India’s urban landscape. In
            factors associated with population decline. The dependent   the early decades, urban centers struggled to grow, with
            variable for this analysis was population decline (“1” if   the majority experiencing population decline. However,
            declining and “0” if not declining), while the independent   subsequently, the urbanization process accelerated, and
            variables included size-class of urban centers, density,   the urban population stabilized and began to increase.
            child-woman ratio, and share of the older population in   In 1981, the urban growth rate reached its highest level
            terms of demographic characteristics. In other local-level
            factors, civic status, distance to the nearest city, urban   1    Statutory town: All places with a municipality, corporation,

            agglomeration, year of origin, and boundary change were   cantonment board or notified town area committee, etc.
            included as explanatory variables. The child-woman ratio,   2      Census town:  Places that follow all three criteria in the
            which is the number of children (0–6  years of age) per   following: (i) a minimum population of 5000; (ii) at least
                                                                      75% of the male main working population engaging in non-
            1000 women, serves as a proxy for fertility data since direct   agricultural pursuits; and (iii) a density of population of at
            estimation is  not  possible  in  the  census.  The  regression   least 400 persons per square kilometer.


            Volume 11 Issue 6 (2025)                        69                        https://doi.org/10.36922/ijps.3107
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