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International Journal of
            Population Studies                                                   Indian Census Rolls: Data for U.S. tribes



            used the child-woman ratio (Baker et al., 2017, pp. 46 – 48)   information. For illustration, we draw on the 1937 census
            to represent fertility. The CCM also requires information   roll for the Hopi tribe, located in Northeast Arizona, to
            on survivorship by age and gender, so for the mortality   create a historical series for the Hopi population from
            component, Swanson (2022) employed “life tables” specific   1900 to 1940 by age and gender and work in the form of a
            to birth cohorts by year from 1900 to 2100 (Bell & Miller,   backcast that provides decennial age-gender information
            2005) to survive them to extinction. No information on   for the Hopi from 1940 to 1900 (Swanson & Tayman, 2024).
            migration was needed because the population is essentially   Eight steps were used complete these estimates:
            closed to migration—the data represent everybody who   (1) Assembled an age-gender distribution from the
            is a member of the tribe. If the projection involved only   1937 Hopi Indian census roll along with a projection
            the Hopi Tribal Reservation area, migration on and off the   of this population to 1942, found in Swanson (2022);
            reservation would have to be accounted for in the cohort-  (2)  interpolated  between  the  1937  and  1942 data to
            component model (Greene, 2021). Using these data, the   obtain an estimated age-gender distribution for Hopi
            CCM was run in 5-year cycles to the year 2017, with an   tribal members in 1940; (3) developed decennial rates of
            80-year projection horizon. To assess their accuracy, the   change by age between 1900 and 1940, assembled in an
            projections for 1992, 1997, 2002, 200, 2012, and 2017   earlier study from the Hopi tribal data collected by Census
            were compared to Hopi Tribal membership data (available   Bureau in the 1900 census (Johansson & Preston, 1978);
            annually from 1989 to 2018). These projections generally   (4) generated the 1910, 1920, and 1930 tribal populations
            performed very well (Swanson, 2002: 1842 – 1844).  by age using the decennial linear change calculated in step

              The specifics of the preceding overview are found in   (3); (5) computed the ratios of females/total population by
            an Excel workbook available from the authors, “HOPI   age for 1900 and 1940; (6) applied the interpolated ratios
            LEXUS  DIAGRAM & FORECAST V5.xlsx.” It contains    to estimate the female populations by age for 1910, 1920,
            worksheets that include the initial 1937 Hopi population   and 1930; (7) subtracted the females by age from the total
            by age and gender along with the life tables used to survive   population by age to estimate the male population by age
            the 1937 population by age and gender to extinction as   for 1910, 1920, and 1930; and (8) assembled the decennial
            well as the subsequent birth cohorts (in 5-year cycles, i.e.,   age-gender data and present them for 1900 to 1940 by
            1942, 1947, 1952,…, 2017) to extinction. The birth cohorts   decade. A paper by Swanson & Tayman (2024) contains
            were  generated in  5-year  cycles  by  applying,  as stated   details of the data and methods used in these estimates.
            above, the Child-Woman Ratio, which in the case of the   Table 5 shows population estimates by age and gender
            Hopi consisted of those aged 0 – 4 to females aged 20 – 20.   from 1900 to 1940 by decade for the Hopi tribe, which
            This workbook contains all of the input data and Excel   shows an increase of 1,635 between the total population
            codes needed to accomplish: (1) The generation of births;   estimated for 1940 (3,487) and the 1900 number (1,852).
            (2)  the  survivorship  of  the  initial  age  structure  and  the   As evidence of the reliability of these estimates of the total
            subsequent birth cohorts; and (3) the assembly of the birth   Hopi tribal population, we look at the estimates provided
            and survivorship results into a series of projections from   by Kunitz (1974a, p. 9) that have dates matching up closely
            1942 in 5-year cycles to the projection target year, 2102. In   with the dates for which we have numbers. Corresponding
            addition, a Lexus Diagram is included in this workbook   to the 1900 number of 1,852 produced by Johansson &
            that assembles the counts for each age 5-year group (0 –   Preston (1978, p. 5) is a 1901 estimate of 1,841; and our
            4 to 115 – 119) over the projection horizon, which is in   1930 estimate of 3,079, is an estimate of 2,752. Finally,
            5-year cycles, 1937, 1942, 1947,…, 2092, 2097, 2102.  corresponding to our 1940 estimate of 3,348 is an estimate
              The work by Swanson (2022) suggests that his approach   of 3,444.
            is worth considering where long-term projections are   Between  1900  and  1940,  the  Hopi  tribal  population
            required for a tribal population. The CCM process applied   experienced an increase of 88%, which is consistent with
            to the Indian Census Rolls done between 1934 and 1940   the findings by Kunitz (1974a, p. 9). Looking at age-specific
            can also be used to generate “estimates” that would provide   percent changes, all but two age groups showed population
            a perspective on changes in the size of the AIAN population   growth between 41% and 99%. The population size of the
            in general as well as in regard to specifical tribes (Liebler   age group 40 – 49 had grown by 126% and that of those
            et al., 2016; Passel, 1996; Thornton, 1979).       aged 70+ by 442% between 1900 and 1940. These changes
                                                               likely reflect differential errors between the 1940 estimates
            4.2. Filling gaps in historical tribal data
                                                               by age and the 1900 estimates by age, as well as intervening
            Indian census rolls can help fill the gap in historical   events that impacted the 1900 population as it aged. Some
            American  Indian  tribal  demographic  and  household   intervening events include the presence of endemic and


            Volume 11 Issue 1 (2025)                        31                        https://doi.org/10.36922/ijps.3906
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