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Code           Variable description          Data source             Source
                             Number of fixed broadband         General Statistics  Cheng B, Li A, Wang
                             internet subscribers (ADSL)       Office (GSO)       Y, Yang N and Tian Y
                                                               General Statistics  (2022)
                             Telecommunications revenue
                                                               Office (GSO)
                  Control variables
                             Research and Innovation
                                                                                  Zhang J, Zhao W,
                             Science and technology            General Statistics Cheng B, Li A, Wang
                     CKH
                             expenditure                       Office (GSO)       Y, Yang N and Tian Y
                                                                                  (2022)
                                                               General Statistics Jiangquan Wang et
                    BPM      Number of patent grants
                                                               Office (GSO)       al (2023)
                             Business Environment
                                                               General Statistics
                    CCN      Industrial production index                          The authors
                                                               Office (GSO)
                                                               General Statistics
                     FDI     Foreign direct investment                            Zhang Yunfei (2022)
                                                               Office (GSO)
                                                               General Statistics
                    SDN      Number of active enterprises                         The authors
                                                               Office (GSO)
                             Human Capital
                                                                                  Bustonov          M.
                     LD                                        General Statistics
                   (measur   Total labor force                 Office (GSO)       Mardonakulovich
                                                                                  (2020)
                    ed by                                      General Statistics
                    PCA)     Informal employment rate                             The authors
                                                               Office (GSO)
                             Economic Growth
                     TT                                        General Statistics
                   (measur   Gross Domestic Product (GDP)      Office (GSO)
                    ed by                                      General Statistics  Zhang Yunfei (2022)
                    PCA)      Gross National Income (GNI)      Office (GSO)
                        3.2. Research hypotheses
                        (i) H1: Digital economy development has a positive impact on sustainable
                  development.
                        Amid rising economic uncertainties, the transformation toward a digital economy
                  and the pursuit of sustainable development have become crucial for balancing economic
                  growth with sustainability. Wenqi Liao (2023) suggests that the digital economy can
                  indirectly support sustainability by fostering higher levels of green innovation.
                        (ii) H2: Scientific research and innovation development have a positive impact on
                  sustainable development
                        This hypothesis rests on the premise that the digital economy enhances resource
                  efficiency, lowers costs, and streamlines production and business operations through
                  digital technologies, while simultaneously fostering innovation and advancing green
                  economic development. Moreover, research and development capabilities—indicated by
                  science and technology spending and patent counts—are key drivers of sustainable
                  development.



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