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International Journal of
            Population Studies                                              Macroeconomic factors and housing dynamics




            Table 3. Alternative economy with retirement policy reform  Table 4. Aggregate effect on macroeconomic variables
            Variables  Description      Benchmark  Earlier     Variables  Benchmark Population  TFP enhanced  Early
                                                  retirement                      decline            retirement
            r*       Interest rate       0.0649    0.0532      GDP        36924    34793     52337     32658
            ph*      House price         1.4145    1.4145      Y /GDP     0.9682   0.9794    0.9480    0.9626
                                                                c
            tr*      Government transfer  0.4189   0.3831      Y  p /GDP  0.0318   0.0205    0.0519    0.0374
                                                                  h
                                                                h
            w*       Wage income         5.6430    5.9043      K ⁄Y c     2.39     2.49      2.17      2.72
                                                                c
            b*       Social security payment  2.5869  1.7796   K  ⁄Y      2.61     2.73      2.37      2.92
                                                                h   h
            Bene     Social security account  2,973.17  2,828.97  N /N    0.9691   0.9800    0.9488    0.9638
                                                                c
                                                               Abbreviation: TFP: total factor productivity.
            the higher interest rate suggests a lack of capital due to
            reduced household savings. As wages increase by nearly   of business cycle variables. The GDP is calculated as the
            42%,  consumption  of  both  durable  and  non-durable   sum of non-durable good output and the market value of
                                                                                                  h
            goods surges, driving investment in production. In this   new residential investments: GDP = Yc+Y *p . The average
                                                                                                h
            deterministic economy, the housing market is primarily   tangible capital-output ratio between 1929 and 2015 is
            influenced by productivity.                        around 2.7. In the total private sector, the percentage of
                                                               labor employed in the consumption sector is 94% over the
              Table  3  presents the results of the retirement policy   period of 1968 to 2018.
            reform, where the retirement age is lowered from 65 to 60. We
            examined the effects of an aging population on the housing   The population decline column in  Table  4 presents
            market by reducing the retirement age while keeping other   the simulation results for the model with a declining
            conditions constant. The house price remains unaffected by   population. As expected, the decrease in population
            this early retirement policy, as changes in demand do not   and labor force leads to a proportional decline in GDP.
            impact the housing market in a deterministic model. Salaries   Although per capita housing consumption increases, the
            increase by 5.9%, likely due to a labor shortage, giving   aggregate demand for housing services falls, reducing the
            workers more negotiation power. The decrease in interest   percentage of new residential investment. The capital-
            rates suggests that households are incentivized to save more   output ratios in both sectors increase by approximately
            to offset the reduced social security benefits. Government   4%, indicating that the demand for capital decreases more
            transfers declined by 8%, indicating a reduction in real   than household savings due to falling demand and output.
            property investment. Early retirement increases the number   The lower interest rate further confirms that the supply of
            of retirees and reduces the workforce without changing   capital exceeds demand. In addition, labor shifts from the
            the total population. Despite higher wages, the aggregate   construction industry to the consumption sector.
            payroll tax revenue decreases, leading to a 4.8% reduction   The TFP-enhanced column in  Table  4 shows the
            in aggregate social security. Individual social benefits are   model results under technology growth. In an expanding
            significantly reduced, dropping by nearly 30%.     economy, demand for both non-durable and durable
              In summary, our findings indicate that in a non-  goods rises. The increasing supply, in turn, drives demand
            stochastic economy, demographic changes do not affect   higher. The lower house prices suggest that output growth
            house prices due to a perfectly elastic supply curve. Since   outpaces  demand. The  non-durable  production-to-GDP
            future population trends are predictable, firms can adjust   ratio is lower than in the benchmark model, indicating
            production to match demand, maintaining stable house   that non-durable goods consumption grows more slowly
            prices. Technological growth in the production sector is the   than  GDP.  Positive  economic  expectations  discourage
            key factor influencing house prices. Unlike house prices,   saving, leading to a decrease in the capital-output ratio.
            social security payments are sensitive to both total factor   The smaller labor ratio suggests a shift of labor from the
            productivity (TFP) and population changes. A 1% change   consumption sector to the construction industry.
            in the population growth rate can cause approximately a   The  early retirement  column  in  Table  4  illustrates  the
            5.7% change in aggregate social security accounts, which   results of the model with early retirement. Compared to the
            in turn inversely affects household housing consumption.  benchmark model, the percentage of non-durable production
                                                               relative to GDP decreases as people exit the labor market
            3.2. Macroeconomic implications                    5 years earlier. Consequently, GDP falls by 11%. The lower
            In this section, we explore the responses of macroeconomic   non-durable-to-GDP ratio also indicates that the demand
            variables.  Table  4  summarizes the statistical properties   for non-durable goods declines more sharply than GDP. In


            Volume 11 Issue 1 (2025)                        54                        https://doi.org/10.36922/ijps.3645
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