Noise pollution poses a significant hazard to humans by disrupting the maintenance of the quiet environment that is thought to promote innovation. In this study, the causal relationship between traffic noise and innovation was explored using four models. First, the panel data model with fixed effects was applied to determine the impact of traffic noise on innovation. Second, the interaction model was used to estimate the health regulatory effect. Third, the regression discontinuity model was used to identify the natural experience of the impact of traffic noise on innovation and further determine the causal effect of the noise threshold. Finally, the difference-in-differences model was used to identify the micro impact of traffic noise on innovation. The results show that from macro and micro perspectives, traffic noise suppresses innovation, and that health has a differential impact on the traffic noise-innovation relationship. In addition, we identified the critical point at which the impact of traffic noise on innovation is favorable owing to the white noise effect, providing a quantitative basis for policy implementation. Our results show that current environmental noise regulations must be re-examined to determine new measures for improving the innovative acoustic environment, promoting innovation, and achieving sustainable economic development.
机构:
Univ Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
Collin, Daniel F.
Shields-Zeeman, Laura S.
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Univ Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
Shields-Zeeman, Laura S.
Batra, Akansha
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机构:
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
Batra, Akansha
White, Justin S.
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机构:
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
Univ Calif San Francisco, Philip R Lee Inst Hlth Policy Studies, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
White, Justin S.
Tong, Michelle
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机构:
Univ Calif San Francisco, Sch Med, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
Tong, Michelle
Hamad, Rita
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机构:
Univ Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
Univ Calif San Francisco, Philip R Lee Inst Hlth Policy Studies, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Family & Community Med, San Francisco, CA 94143 USA
机构:
Univ Oulu, Res Unit Nursing Sci & Hlth Management, POB 5000, Oulu 90014, FinlandUniv Oulu, Res Unit Nursing Sci & Hlth Management, POB 5000, Oulu 90014, Finland
Kivela, Kirsi
Elo, Satu
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机构:
Lapland Univ Appl Sci, Kemi, FinlandUniv Oulu, Res Unit Nursing Sci & Hlth Management, POB 5000, Oulu 90014, Finland
Elo, Satu
Kyngas, Helvi
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机构:
Univ Oulu, Univ Hosp, Med Res Ctr Oulu, Oulu, FinlandUniv Oulu, Res Unit Nursing Sci & Hlth Management, POB 5000, Oulu 90014, Finland
Kyngas, Helvi
Kaariainen, Maria
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机构:
Univ Oulu, Oulu Univ Hosp, Res Unit Nursing Sci & Hlth Management, Oulu, FinlandUniv Oulu, Res Unit Nursing Sci & Hlth Management, POB 5000, Oulu 90014, Finland
机构:
Harvard Sch Publ Hlth, Dept Social & Behav Sci, Boston, MA 02115 USASan Francisco State Univ, Hlth Equ Inst, San Francisco, CA USA
Collin, Daniel F.
Hamad, Rita
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Sch Publ Hlth, Dept Social & Behav Sci, Boston, MA 02115 USA
Univ Calif San Francisco, Philip R Lee Inst Hlth Policy Studies, San Francisco, CA 94118 USASan Francisco State Univ, Hlth Equ Inst, San Francisco, CA USA
Hamad, Rita
White, Justin S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Philip R Lee Inst Hlth Policy Studies, San Francisco, CA 94118 USA
Boston Univ, Sch Publ Hlth, Dept Hlth Law Policy & Management, 715 Albany St, Boston, MA 02118 USASan Francisco State Univ, Hlth Equ Inst, San Francisco, CA USA
机构:
Spaulding Rehabil Hosp, Boston, MA 02129 USA
Harvard Med Sch, Dept PM&R, Boston, MA 02115 USA
Bloomsburg Univ Penn, Dept Exercise Sci, Bloomsburg, PA 17815 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Ni, Meng
Brown, Lorna G.
论文数: 0引用数: 0
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机构:
Spaulding Rehabil Hosp, Boston, MA 02129 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Brown, Lorna G.
Lawler, Danielle
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机构:
Spaulding Rehabil Hosp, Boston, MA 02129 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Lawler, Danielle
Ellis, Terry D.
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机构:
Boston Univ, Coll Hlth & Rehabil Sci, Boston, MA 02215 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Ellis, Terry D.
Deangelis, Tamara
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h-index: 0
机构:
Boston Univ, Coll Hlth & Rehabil Sci, Boston, MA 02215 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Deangelis, Tamara
Latham, Nancy K.
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机构:
Boston Univ, Sch Publ Hlth, Hlth & Disabil Res Inst, Boston, MA USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Latham, Nancy K.
Perloff, Jennifer
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机构:
Brandeis Univ, Heller Sch Social Policy & Management, Waltham, MA USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Perloff, Jennifer
Atlas, Steve J.
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机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Atlas, Steve J.
Percac-Lima, Sanja
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机构:
Massachusetts Gen Hosp, Div Gen Internal Med, Boston, MA 02114 USASpaulding Rehabil Hosp, Boston, MA 02129 USA
Percac-Lima, Sanja
Bean, Jonathan F.
论文数: 0引用数: 0
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机构:
Spaulding Rehabil Hosp, Boston, MA 02129 USA
Harvard Med Sch, Dept PM&R, Boston, MA 02115 USA
VA Boston Healthcare Syst, New England GRECC, Boston, MA USASpaulding Rehabil Hosp, Boston, MA 02129 USA
机构:
Dept Econ & Stat, Via Giovanni Paolo 2, I-84084 Fisciano, SA, Italy
Univ York, Hlth Econometr Data Grp, York YO10 5DD, N Yorkshire, EnglandDept Econ & Stat, Via Giovanni Paolo 2, I-84084 Fisciano, SA, Italy
Carrieri, Vincenzo
Wuebker, Ansgar
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机构:
Univ York, Hlth Econometr Data Grp, York YO10 5DD, N Yorkshire, England
Rheinisch Wesffal Inst Wirtschaftsforsch, Dept Hlth Econ, Hohenzollernstr 1-3, D-45128 Essen, GermanyDept Econ & Stat, Via Giovanni Paolo 2, I-84084 Fisciano, SA, Italy