Is Digital Reading Resilient to Air Pollution?

Published Online:https://doi.org/10.1287/isre.2023.0565

References

  • Almond D, Chen Y, Greenstone M, Li H (2009) Winter heating or clean air? Unintended impacts of China’s Huai river policy. Amer. Econom. Rev. 99(2):184–190.CrossrefGoogle Scholar
  • Bailey BP, Konstan JA, Carlis JV (2001) The effects of interruptions on task performance, annoyance, and anxiety in the user interface. Interaction 1:593–601.Google Scholar
  • Barwick PJ, Li S, Lin L, Zou EY (2024) From fog to smog: The value of pollution information. Amer. Econom. Rev. 114(5):1338–1381.CrossrefGoogle Scholar
  • Bell ML, Davis DL, Fletcher T (2004) A retrospective assessment of mortality from the London smog episode of 1952: The role of influenza and pollution. Environment. Health Perspect. 112(1):6–8.CrossrefGoogle Scholar
  • Burton-Jones A, Volkoff O (2017) How can we develop contextualized theories of effective use? A demonstration in the context of community-care electronic health records. Inform. Systems Res. 28(3):468–489.LinkGoogle Scholar
  • Celli V (2020) Identification of causal mechanisms through an RD approach. Technical report, Department of Social Sciences and Economics, Sapienza University of Rome, Rome.Google Scholar
  • Celli V (2022) Causal mediation analysis in economics: Objectives, assumptions, models. J. Econom. Survey 36(1):214–234.CrossrefGoogle Scholar
  • Chang T, Graff Zivin J, Gross T, Neidell M (2016) Particulate pollution and the productivity of pear packers. Amer. Econom. J.: Econom. Policy 8(3):141–169.CrossrefGoogle Scholar
  • Chang TY, Graff Zivin J, Gross T, Neidell M (2019) The effect of pollution on worker productivity: Evidence from call center workers in China. Amer. Econom. J.: Appl. Econom. 11(1):151–172.CrossrefGoogle Scholar
  • Chen Y, Ebenstein A, Greenstone M, Li H (2013) Evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai river policy. Proc. Nat. Acad. Sci. USA 110(32):12936–12941.CrossrefGoogle Scholar
  • Clinton V (2019) Reading from paper compared to screens: A systematic review and meta-analysis. J. Res. Reading 42(2):288–325.CrossrefGoogle Scholar
  • Cohen S (1980) Aftereffects of stress on human performance and social behavior: A review of research and theory. Psych. Bull. 88(1):82–108.CrossrefGoogle Scholar
  • Cowan N (2014) Working memory underpins cognitive development, learning, and education. Ed. Psych. Rev. 26(2):197–223.CrossrefGoogle Scholar
  • Daneman M, Carpenter PA (1980) Individual differences in working memory and reading. J. Verbal Learn. Verbal Behav. 19(4):450–466.CrossrefGoogle Scholar
  • Delgado P, Vargas C, Ackerman R, Salmeron L (2018) Don’t throw away your printed books: A meta-analysis on the effects of reading media on reading comprehension. Ed. Res. Rev. 25:23–38. CrossrefGoogle Scholar
  • DeStefano D, LeFevre J-A (2007) Cognitive load in hypertext reading: A review. Comput. Human Behav. 23(3):1616–1641.CrossrefGoogle Scholar
  • Ding Y, Tu Y, Pu J, Qiu L (2021) Environmental factors in operations management: The impact of air quality on product demand. Production Oper. Management 30(9):2910–2924.CrossrefGoogle Scholar
  • Duan SX, Deng H, Wibowo S (2023) Exploring the impact of digital work on work–life balance and job performance: A technology affordance perspective. Inform. Tech. People 36(5):2009–2029.CrossrefGoogle Scholar
  • Ebenstein A, Fan M, Greenstone M, He G, Zhou M (2017) New evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai river policy. Proc. Natl. Acad. Sci. USA 114(39):10384–10389.CrossrefGoogle Scholar
  • He X, Luo Z, Zhang J (2022) The impact of air pollution on movie theater admissions. J. Environment. Econom. Management 112:102626.CrossrefGoogle Scholar
  • Hu PJ-H, Hu H-F, Fang X (2017) Examining the mediating roles of cognitive load and performance outcomes in user satisfaction with a website. MIS Quart. 41(3):975–988, A1–A11.CrossrefGoogle Scholar
  • Huang J, Xu N, Yu H (2020) Pollution and performance: Do investors make worse trades on hazy days? Management Sci. 66(10):4455–4476.LinkGoogle Scholar
  • Huang X, Steinmetz J, Marsh EK, Aravkin AY, Ashbaugh C, Murray CJ, Yang F, et al. (2025) A systematic review with a burden of proof meta-analysis of health effects of long-term ambient fine particulate matter (PM2.5) exposure on dementia. Nature Aging 5(5):897–908.CrossrefGoogle Scholar
  • Imbens G, Kalyanaraman K (2012) Optimal bandwidth choice for the regression discontinuity estimator. Rev. Econom. Stud. 79(3):933–959.CrossrefGoogle Scholar
  • Ito K, Zhang S (2020) Willingness to pay for clean air: Evidence from air purifier markets in China. J. Political Econom. 128(5):1627–1672.CrossrefGoogle Scholar
  • Jiang Y, Zhan L, Rucker DD (2014) Power and action orientation: Power as a catalyst for consumer switching behavior. J. Consumer Res. 41(1):183–196.CrossrefGoogle Scholar
  • Just MA, Carpenter PA (1980) A theory of reading: From eye fixations to comprehension. Psych. Rev. 87(4):329–354.CrossrefGoogle Scholar
  • Just MA, Carpenter PA (1992) A capacity theory of comprehension: Individual differences in working memory. Psych. Rev. 99(1):122–149.CrossrefGoogle Scholar
  • Karahanna E, Xu SX, Xu Y, Zhang N (2018) The needs–affordances–features perspective for the use of social media. MIS Quart. 42(3):737–756.CrossrefGoogle Scholar
  • Kim S, Trusov M (2025) The impact of air pollution on consumer spending. J. Marketing 89(3):78–96.CrossrefGoogle Scholar
  • Kintsch W (1988) The role of knowledge in discourse comprehension: A construction-integration model. Psych. Rev. 95(2):163–182.CrossrefGoogle Scholar
  • Kool W, McGuire JT, Rosen ZB, Botvinick MM (2010) Decision making and the avoidance of cognitive demand. J. Experiment. Psych. General 139(4):665–682.CrossrefGoogle Scholar
  • Krebs B, Luechinger S (2024) Air pollution, cognitive performance, and the role of task proficiency. J. Assoc. Environment. Resources Econom. 11(4):921–958.CrossrefGoogle Scholar
  • Künn S, Palacios J, Pestel N (2023) Indoor air quality and strategic decision making. Management Sci. 69(9):5354–5377.LinkGoogle Scholar
  • Leonardi PM (2011) When flexible routines meet flexible technologies: Affordance, constraint, and the imbrication of human and material agencies. MIS Quart. 35(1):147–167.CrossrefGoogle Scholar
  • Leonardi P (2023) Affordances and agency: Toward the clarification and integration of fractured concepts. MIS Quart. 47(4): ix–xx.Google Scholar
  • Leonardi PM, Bailey DE, Pierce CS (2019) The coevolution of objects and boundaries over time: Materiality, affordances, and boundary salience. Inform. Systems Res. 30(2):665–686.LinkGoogle Scholar
  • Li C, Yuan H (2024) Air pollution, cognitive capacity, and borrowing behaviours: Evidence from an online peer-to-peer platform. Appl. Econom. Lett. 31(3):207–210.CrossrefGoogle Scholar
  • Li X, Grahl J, Hinz O (2022) How do recommender systems lead to consumer purchases? A causal mediation analysis of a field experiment. Inform. Systems Res. 33(2):620–637.LinkGoogle Scholar
  • Li JJ, Massa M, Zhang H, Zhang J (2021) Air pollution, behavioral bias, and the disposition effect in China. J. Financial Econom. 142(2):641–673.CrossrefGoogle Scholar
  • Li C, Xia X, Lin Y, Wen H (2024) Polluted cognition: The effect of air pollution on online purchasing behavior. J. Retailing Consumer Services 79:103839.CrossrefGoogle Scholar
  • Li Y, Zhang L, Shiau W-L, Xu L, Liu Q (2023) Psychophysiological responses to mobile reading: Evidence from frontal EEG signals under a distracting reading environment and different text genres. Inform. Tech. People 36(3):1048–1075.CrossrefGoogle Scholar
  • Ma W, Liu Z, Gao Y (2025) The role of air pollution in shaping urban cultural consumption: An empirical investigation of PM10 and movie consumption in Chinese cities. Economies 13(7):198.CrossrefGoogle Scholar
  • Mark G, Gudith D, Klocke U (2008) The cost of interrupted work: More speed and stress. Czerwinski M, Lund AM, Tan DS, Catarci T, Costabile MF, de Ruyter B, eds. Proc. SIGCHI Conf. Human Factors Comput. Systems (Association for Computing Machinery, New York), 107–110.Google Scholar
  • Matsumoto K, Tanaka K (2004) Conflict and cognitive control. Science (1979) 303(5660):969–970.Google Scholar
  • Nation P (2009) Reading faster. Internat. J. English Stud. 9(2):131–144.Google Scholar
  • Niu X, Li J, Li D, Cao Q (2023) Debiasing the disposition effect with noninvasive brain stimulation: The role of cognitive control. Management Sci. 69(10):6293–6312.LinkGoogle Scholar
  • Oliver MB, Raney AA (2011) Entertainment as pleasurable and meaningful: Identifying hedonic and eudaimonic motivations for entertainment consumption. J. Comm. 61(5):984–1004.CrossrefGoogle Scholar
  • Paas F, Renkl A, Sweller J (2004) Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instructional Sci. 32(1/2):1–8.CrossrefGoogle Scholar
  • Pirolli P, Card SK, Van Der Wege MM (2000) The effect of information scent on searching information: Visualizations of large tree structures. Di Gesù V, Levialdi S, Tarantino L, eds. Proc. Working Conf. Adv. Visual Interfaces (Association for Computing Machinery, New York), 161–172.Google Scholar
  • Risko EF, Gilbert SJ (2016) Cognitive offloading. Trends Cognitive Sci. 20(9):676–688.CrossrefGoogle Scholar
  • Rumelhart DE (2017) Schemata: The building blocks of cognition. Spiro RJ, Bruce BC, Brewer WF, eds. Theoretical Issues in Reading Comprehension: Perspectives from Cognitive Psychology, Linguistics, Artificial Intelligence and Education (Routledge, New York), 33–58.CrossrefGoogle Scholar
  • Salmerón L, Kintsch W, Kintsch E (2010) Self-regulation and link selection strategies in hypertext. Discourse Processes 47(3):175–211.CrossrefGoogle Scholar
  • Shehab M, Pope F (2019) Effects of short-term exposure to particulate matter air pollution on cognitive performance. Sci. Rep. 9(1):8237.CrossrefGoogle Scholar
  • Sweller J (1988) Cognitive load during problem solving: Effects on learning. Cognitive Sci. 12(2):257–285.CrossrefGoogle Scholar
  • Sweller J, van Merrienboer JJ, Paas FG (1998) Cognitive architecture and instructional design. Ed. Psych. Rev. 10(3):251–296.CrossrefGoogle Scholar
  • Thapa D, Sein MK (2018) Trajectory of a ffordances: Insights from a case of telemedicine in Nepal. Inform. Systems J. 28(5):796–817.CrossrefGoogle Scholar
  • Treem JW, Leonardi PM (2013) Social media use in organizations: Exploring the affordances of visibility, editability, persistence, and association. Ann. Internat. Comm. Assoc. 36(1):143–189.CrossrefGoogle Scholar
  • Trinh GT (2025) Variety-seeking and time of day: A replication. Marketing Lett. 36(4):1–12.Google Scholar
  • Volkoff O, Strong DM (2013) Critical realism and affordances: Theorizing it-associated organizational change processes. MIS Quart. 37(3):819–834.CrossrefGoogle Scholar
  • World Health Organization (2014) Burden of disease from the joint effects of household and ambient air pollution for 2012, https://www.who.int/data/gho/data/themes/air-pollution/total-burden-of-disease-from-household-and-ambient-air-pollution.Google Scholar
  • Xu S, Xu M, Kang Q, Yuan X (2025) Mobile reading attention of college students in different reading environments: An eye-tracking study. Behav. Sci. 15(7):953.CrossrefGoogle Scholar
  • Zhang X, Chen X, Zhang X (2018) The impact of exposure to air pollution on cognitive performance. Proc. Natl. Acad. Sci. USA 115(37):9193–9197.CrossrefGoogle Scholar
INFORMS site uses cookies to store information on your computer. Some are essential to make our site work; Others help us improve the user experience. By using this site, you consent to the placement of these cookies. Please read our Privacy Statement to learn more.