Specifications that were not bounded by lag time restrictions produced substantively similar results, but with smaller coefficients and greater precision, consistent with the growth in sample size and reduced signal after including cases where testing substantially lags or precedes treatment. Recreational Activities on Source Water Effects of Leisure Participation on Life Satisfaction in Older Korean Adults: A Panel Analysis. The differences between high- and low-socioeconomic-status (SES) children are even starker. %PDF-1.2 Note: Cluster-robust standard errors are in parentheses. The second and third waves followed up on eligible minors in 2002 and 2007, respectively, with any child 18 or over transferring to the Transition to Adulthood (TA) supplement, which consists of a more limited array of data that do not include time diaries or cognitive assessments. Because the NLDAS measures sunlight at the ground level, in practice it also acts as a proxy for broader weather patterns, picking up precipitation, overcast skies, and so on. Strategies that decrease sedentary time and promote physical activity in its place may have a particularly robust impact on confronting these pernicious inequalities of achievement. The Effect of Recreational Activities on the Self -esteem and Tomopoulos, Suzy, Bernard P. Dreyer, Samantha Berkule, Arthur H. Fierman, Carolyn Brockmeyer, and Alan L. Mendelsohn. Extremes in sunlight compared to national average (average daily sunlight values in kilojoules/m2, 19972008), Geographic variation in average sunlight (kilojoules/m2), 19972008. In this sense, playing outside or watching television can be seen as extensions of the formal-informal dichotomy many sociologists sketch out in examining patterns in achievement and childhood trajectory. For instance, we might expect less sunlight during a storm spell to result in more sedentary time at home, and less time engaging in physical activity outdoors. Bailey, Martha J., and Susan M. Dynarski. To better address issues of endogeneity, we use a combined fixed-effects instrumental variable (FE-IV) approach, where we exploit the variation in weather to estimate the effect of time use on cognition across waves. WebOther studies have also indicated that participating in moderate-in-tensity leisure activities (e.g., walking) can effectively reduce psychological anxiety and improve mood (Fox, 1999; Roe & Aspinall, 2011; Scully, Kremer, Meade, Graham, & Dudgeon, 1998). eCollection 2022. All remaining errors are ours alone. /Filter /FlateDecode Behav Sci (Basel). The first two represent the most obvious potential sources of bias. 2005). We conclude by descriptively examining time use among a comparably aged subset of the new CDS cohort in 2014 to adolescents in our main data, offering suggestive evidence of recent trend lines in behavior among US children, and providing relevant contemporary context for our findings. negative effects of visible leisure. Here, we couple individual fixed effects and instrumental variable approaches in trying to determine whether specific forms of leisure contribute to gains in test performance over time. Accessibility Walking is one of the most common recreational activities on land; accordingly, this activity and the effects of trampling are well studied. (2005) found that time outdoors moderates the relationship between weather and affective and cognitive outcomes, which suggests that behavior (i.e., going outside, rather than general abstract satisfaction with positive weather conditions) is the linchpin in the causal process. Graham, J. W., Allison E. Olchowski, and Tamika D. Gilreath. HW[~:yjY4@}89Dl$%hgxnp,R/|gJdy2G^*a%`~1R"~GVw1)r[ y}u[q-brGqS?ZETT. The negative effects of passive recreational activity are: It's important for humanity to have an understanding of nature, and sports or other outdoor activities While institutional and geographic factors are doubtlessly crucial to the formation of intellectual capital, these findings suggest that variations in home activity (i.e., outside formal school or childcare settings) may have cumulative effects on development that rival or even exceed those of school or neighborhood quality (Potter and Roksa 2013). We use both applied problems (open-ended math word problems) and broad reading (reading, writing, and oral exercises) age-standardized scores as outcomes, but present the results for the latter in the online appendix (appendix table S2) because our time use variables of interest fail to significantly predict verbal assessment. 8600 Rockville Pike Federal government websites often end in .gov or .mil. That is, RCT studies are by definition unable to reproduce the real-world conditions in which behaviors emerge and unfold, while their limited scale prevents inferences on how effects vary among subgroups. Discussion and conclusion Other longitudinal observational studies like the National Longitudinal Study of Adolescent to Adult Health (Add Health) can also be leveraged to examine these relationships, though each dataset has its relative weaknesses (e.g., the inability for researchers to obtain geocoded data in Add Health). For instance, physical trampling will damage vegetation and increase compaction of soils. While more immediate effects are difficult to estimate, extant work tends to show that childhood exposure to these compounds is associated with reduced academic achievement and cognitive functioning, as well as with accelerated decline later in the life course (Clifford et al. On the other hand, gaps in screen time largely persisted or grew. Madestam, Andreas, Daniel Shoag, Stan Veuger, and David Yanagizawa-Drott. 2015; Prakash et al. In figure 1, we compare the sunniest (Arizona) and cloudiest (Vermont) places to the national average in daily insolation over the same time periods, and over the course of the year. These consist of the total time on the diary day doing: 1) Any leisurely physical activity that is not formal or organized (e.g., walking or hiking, but not baseball practice); 2) Any outside activity (including most forms of physical activity); 3) Any passive sedentary activity (hanging out, relaxing, or media consumption, but not reading or homework); 4) Television shows or movies across any platform; 5) Video games across any platform; and 6) Total screen time (media, gaming, and any additional non-educational computer or handheld use). Vigdor, Jacob L., Helen F. Ladd, and Erika Martinez. FE-IV Results Stratified by Primary Caregivers Education. The negative effect of sedentary behavior is less substantial, but still accounts for a reduction of about a fifth of a standard deviation with each additional hour. Miguel, Edward, Shanker Satyanath, and Ernest Sergenti. 44 2016; Weininger, Lareau, and Conley 2015). Meta-analyses of research on the effects of acute exercise intervention suggest a positive effect on executive functioning (i.e., skills that allow for planning, multitasking, self-control, etc. 2023 Mar 29;13(4):293. doi: 10.3390/bs13040293. Borghans, Lex, Bart H H Golsteyn, James Heckman, and John E. Humphries. 2016). 2017). Yet because we found that only a small minority of families move across waves (about 10 percent of the sample over the 10-year span), and even then mostly to geographically proximate locales, we feel this is an unrealistic candidate confounder. Adobe d C ;woW5un57t\wzj#1'Rke7loqS;mam*I_]z+=[n&]?HS;mam+/vlwOs>Q>K/vlwOs>Q>K/vlwOs>Q>K+RI$I$_ Because we view this in theory as more or less a dose-response relationship in the short and medium termlike a milder cousin to other exposures that induce changes in cognitive assessment, like neighborhood violence (e.g., Sharkey 2010)we exclude observations where the WJ-R test was administered before the time diary day, and cap the lag time at nine days so as to avoid an unrealistic coupling of exposure and outcome. << 2017 Mar 1;10(2):67-75. doi: 10.3928/19404921-20170224-01. Brown, Bruno P. Nunes, Inacio C M Silva, and Pedro C. Hillal. In the realm of public health, small-scale RCT and other experimental studies could help uncover what mechanisms are at play in deconstructing causal pathways, while other research using observational data and quasi-experimental methodology can lend support to or undermine our findings. WebPassive recreation shall not include activities that may result result in degradation of the trail system, including but not limited to motor vehicle use, removal of vegetation beyond that necessary for trail construction, disturbance of soil beyond that necessary for trail construction, and hunting. official website and that any information you provide is encrypted While we aggregated many individual activities into cohesive categories in the earlier stages of our analyses, we ultimately include only those that exhibit a robust first-stage association with our weather measures in the full specifications. endstream 7 0 obj activities active leisure activities; life satisfaction; older adults; passive leisure activities. Forests are a natural environment often used for such activities as jogging, hiking, dog walking, mountain biking, or horse riding. k#/m,]K9>Bk#.ku}uVj6^C |5>_:+5q/` Kq! p>KGFk}g $o^:G\f^;.^' {N?Fu6e:}o^:G\f^;.^' {N?]tr"{/+RI%Ve?/^u5`!,Ve?/^u5`!,Ve?/^u5`!,^W? Being a couch potato. Still, even if we assume that time-varying unobservables were not biasing results, the potential for reverse causation could complicate our interpretation of them. That is, because we deliberately exclude many kinds of behavior that could fall under the outside/active (e.g., walking to or from school) or sedentary (e.g., doing homework on the couch) categories, reductions in one do not necessarily lead to increases in the other. Moreover, the paucity of plausibly causal estimates based on observational data hamstrings our ability to approximate the magnitude of effects and thus the real-world significance of certain behaviors, whether intuitively or associatively positive or negative. His current work applies econometric methods for causal inferencenamely, a natural experiment frameworkto genome-wide data available in social surveys to model gene-by-environment interaction effects. While we make every attempt to account for these factors conceptually and empirically, because one cannot prove that the exclusion criteria are met, the possibility remains that there is some latent bias that drives our results. % These experimental results illustrate that the benefits of exercise may partly reflect a direct dose-response relationship that can manifest in the short or medium term, rather than simply reflecting long-term differences in well-being. WebOutdoor recreational activities are often thought to be an environmentally benign activity, however more often than not, it has been reported that outdoor recreation can have negative consequences for wildlife. With respect to screen-time behaviors, we also cannot account for the content of what children were watching or what games they were playing, which could also influence our results. Outdoor recreation in protected areas negatively impacts wildlife In our data, black-white and caregiver college/no college math score gaps are about four-fifths and two-thirds of a standard deviation, respectively, which is broadly consistent with recent estimates of school readiness differences by race and income among similarly aged cohorts (Reardon and Portilla 2015). Effect sizes are at least twice as large for girls compared to boys, with all activities exhibiting significant relationships with math assessment except for video games (table 3). Another possibility is that the effects we find in FE-IV specifications reflect relationships among compliers in our natural experiment that are not common across the CDS sample (more on this later in the results). >> 6 0 obj While the etiology of comparative disadvantage is difficult to disentangle, significant differences in cognition before kindergarten and the tendency for gaps to widen during the summer months highlight the crucial importance of the home environment (Alexander, Entwisle, and Olson 2007; Condron 2009). /Length 7 0 R Passive recreation Definition (Stratifying by sex or race does not reveal differences in the responsiveness of behavior to weather conditions, unlike the caregiver college/no college estimates.) If higher-SES children are watching National Geographic and their peers are watching daytime talk shows, one might expect a qualitatively different effect. We also perform a robustness check whereby we restrict our sample to sunlight outliers in an attempt to capture the influence of more random as opposed to seasonally based weather, finding substantively similar resultswith the exception of gaming, which is no longer significantly predictive (see table S3 in the online appendix). Frontiers | Acute Effects of Static Stretching on Muscle Strength Moreover, the effect sizes range from a fifth to more than half a standard deviation per additional daily hour of activity, rendering them meaningful in a real-world sense. Taken together, these findings suggest that the impact of the weather on mood is rather ambiguous, and that sunlight seems to affect outcomes chiefly through the act of being in- or outdoorsthat is, through activity and behavior. Frederick, Carl B., Kaisa Snellman, and Robert D. Putnam. Woodcock, Richard W., and Mary B. Johnson. Effects of Recreational and Entertainment Activities on Int J Qual Stud Health Well-being. stream This suggests that even halving the time spent engaging in sedentary behavior or consuming electronic media could manifest in significant math gains. * p < .05 ** p < .01 *** p < .001 (two-tailed tests). One conclusion is rather clear: in 2014, American children are still engaging in far more passive than active leisure, whatever their background. The contribution of the smartphone use to reducing depressive symptoms of Chinese older adults: The mediating effect of social participation. Results: For each of our time use variables, coefficients are about five to six times as large for the children of non-college-educated mothers compared to their peers, and the null results for the latter are likely at least partly due to more modest first-stage associations, which are near or under commonly proposed weak-instrument thresholds. Health benefits of serious involvement in leisure activities among older Korean adults. As we will discuss in the Results section, time in school was a significant predictor in the verbal but not math specifications. "/S+k{zkzq=+W5= `a3.gS'`OW5= `a3.gS'`OW5= `a3.gS'`OV7]{%_9KS?qN4L}KOP[u3#A7]{%_9KS?qN4L$uE[~k#*F0=7D]DV5i G+WOm7fU-I{|6~K~ lN`=P?%Su [ wUfKkhwn0q( ,k}d9Qev[ z+Yh-DDE+W^HwITkrevv:. Whether the convergence in time use among subgroups or positive trends in behavior compared to earlier cohorts manifest in any measurable effect on test performance gaps either in the PSID or more broadly is an open question. >> /Width 29 endstream In this paper we use individual-level fixed effects coupled with a quasi-experimental research design, instrumenting active and sedentary behaviors with sunlight in trying to determine the cognitive effects of time use. BMC Psychol. 13 0 obj Direct correspondence to Tom Laidley, 295 Lafayette St, New York, NY 10012; tel. Researchers have also illustrated related links between seasonal warm-weather allergens and decreased performance on high-stakes exams (Bensnes 2016). Active recreation Definition WebRecreation, passive means low intensity recreation activities which have limited noise and light impacts and are minimally disruptive to the natural environment. In our verbal outcome specifications, time in school is highly significant in each. 2014 Jul 23;9:24616. doi: 10.3402/qhw.v9.24616. Gaps in more passive leisure behaviors patterned on race, sex, and particularly SES as captured by mothers education persist, but seem to have attenuated somewhat. The current study shows that older adults spent much more times participating in passive leisure activities, such as radio/watching TV, talking on the phone and reading. HT5T t^c=sSS3=#Ss=S3T48T$& Time use patterns among children have long been a popular empirical concern in light of their intuitively influential contributions to developmental trajectory. WebThese recreational activities can reduce the stress that may be caused by adverse environmental conditions and also make a positive contribution to the mental and physical health of the individual and the development of his social life (Ozer and Cavuolu, 2014). We found no noticeable difference in results by excising homework time and confining the measure to the length of the school day alone. Among the stratified results, the clearest differences are among the college- and non-college-educated caregiver subsamples (table 2). : +(978) 979-2713; email: Search for other works by this author on: Lasting Consequences of the Summer Learning Gap, The Impact of Daily Weather Conditions on Life Satisfaction: Evidence from Cross-Sectional and Panel Data, You Sneeze, You Lose: The Impact of Pollen Exposure on Cognitive Performance During High-Stakes High School Exams, A Nonparametric Analysis of Black-White Differences in Intergenerational Income Mobility in the United States, The Evolution of the Black-White Test Score Gap in Grades K3: The Fragility of Results, Identification Problems in Personality Psychology, Schooling in Capitalist America Revisited, The Growing Female Advantage in College Completion: The Role of Family Background and Academic Achievement, Exposure to Air Pollution and Cognitive Functioning Across the CourseA Systematic Literature Review, Social Class, School and Non-School Environments, and Black/White Inequalities in Childrens Learning, Cultural Capital and School Success: The Impact of Status Culture Participation on the Grades of U.S. High School Students, Physical Activity and Cognition in Adolescents: A Systematic Review, Developmental Vitamin D Deficiency Causes Abnormal Brain Development, Adiposity and Different Types of Screen Time, SES Differences in Language Processing Skill and Vocabulary Are Evident at 18 Months, What a Difference a Day Makes: Estimating Daily Learning Gains During Kindergarten and First Grade Using a Natural Experiment, Increasing Socioeconomic Disparities in Adolescent Obesity, Proceedings of the National Academy of Sciences, The Influence of Habitus in the Relationship Between Cultural Capital and Academic Achievement. The current study suggests marketing and programming plans to overcome the constraints that influence older adults' life satisfaction. These data are not available from the authors. Using the weather as an instrument, as we have described, also has its pitfalls and potential biases. << 4.3 Passive Recreation - University of Michigan School for McGarel, C., J. J. Usually, these consist of interventions that try to capture the acute effects of exercise (e.g., studies estimating the immediate effects on cognitive performance of 30 minutes of moderate-intensity exercise) or more medium-run behavioral modification (e.g., engaging in physical activity for 20 minutes a day over two weeks, and comparing pre- and post-treatment cognitive assessment). Passive leisure activities become alternative leisure For instance, girls are over three times more sensitive to the effects of screen time than boys, yet the latter consume 2540 percent more depending on the wave. Interestingly, many of the same systematic differences between classes that characterize enrollment in music lessons or museum attendance are mirrored in sedentary activity and media consumption. Indeed, the degradation of folate induced by ultraviolet light has been positioned as a prominent factor in the evolution of melanin content in humans because of its role in fetal neural tube development and related reproductive success (Jablonski and Chaplin 2000). Esteban-Cornejo, Irene, Carlos Tejero-Gonzalez, James F. Sallis, and Oscar L. Veiga. 2015;19(11):1031-41. doi: 10.1080/13607863.2014.996734. The Author(s) 2018. Given the trivial negative effects Liddle, 1975, Cole and Bayfield, 1993 laid the foundations for this research field /Filter /DCTDecode We use weekday measures of time use, and necessarily exclude summer vacation as the CDS was administered only during the school year. stream 2013; Nikkelen et al. We present imputed results alongside our main estimates, as well as conventional OLS and FE specifications. 2022 Mar 16;19(6):3543. doi: 10.3390/ijerph19063543. Eyles, D. W., F. Feron, X. Cui, J. P. Kesby, L. H. Harms, P. Ko, J. J. McGrath, and T. H. J. Burne. *:JZjz ? k#/m,]K9>Bk#.ku}uVj6^C |5>_:+5q/` Kq! p>KGFk}g $o^:G\f^;.^' {N?Fu6e:}o^:G\f^;.^' {N?]tr"{/+RI%Ve?/^u5`!,Ve?/^u5`!,Ve?/^u5`!,^W? Published by Oxford University Press. Peterson, Bradley S., Virginia A. Rauh, Ravi Bansal, Xuejun Hao, Zachary Toth, Giancarlo Nati, Kirwan Walsh, Rachel L. Miller, Franchesca Arias, David Semanek, and Frederica Perera. For the purposes of By exploiting the plausibly exogenous variation in weather on the day of measured activity, we can deliver estimates of how more active and passive forms of leisurewhich are particularly sensitive to weather and sunlightcontribute to shaping cognitive assessment over time. The links between pollution and cognitive development are rather clear and well established empirically, with prenatal exposures being particularly damaging (Peterson et al. WebActive recreation means leisure time activities usually of a more formal nature and performed with others, often requiring equipment and taking place at prescribed places, sites or fields. >> 1369 Static Stretching and Performance The present study sought to determine whether there exists a difference in the frequency of participation in passive and active leisure activities, and the effect of participation in passive and active leisure activities on the life satisfaction level of old adults. The collection of data used in this study was partly supported by the National Institutes of Health under grant number R01-HD069609 and the National Science Foundation under award number 1157698. 1369 "/S+k{zkzq=+W5= `a3.gS'`OW5= `a3.gS'`OW5= `a3.gS'`OV7]{%_9KS?qN4L}KOP[u3#A7]{%_9KS?qN4L$uE[~k#*F0=7D]DV5i G+WOm7fU-I{|6~K~ lN`=P?%Su [ wUfKkhwn0q( ,k}d9Qev[ z+Yh-DDE+W^HwITkrevv:. The prospect of a seasonally based confounder is more problematic considering the realities of the data. Still, children today seem to be exhibiting similarly low levels of both physical and outdoor activities as their peers did in 2007. Significant baseline differences among high- and low-SES toddlers have been found as early as 18 months (Fernald, Marchman, and Wiesleder 2013), and indeed may be large enough in magnitude to largely account for the lag in US educational assessment compared to similar industrialized countries (Merry 2013). Children experience systematic differences in their exposure to formal academic instruction due to the geographic variation in the minimum number of hours that states and other localities mandate students receive. For total screen time, the effect size is a more modest reduction of about one-fifth of a standard deviation with each additional daily hour. Front Public Health. Effect Another possibility is that restrictions in sunlight depress cognitive performance through the channel of negative mood or depression, popularized in the psychological literature as Seasonal Affective Disorder (SAD). Our results also have implications for achievement gaps documented in the social science literature. eCollection 2014. Chay, Kenneth Y., Jonathan Guryan, and Bhashkar Mazumder. With the emergence of smartphones and tablets, many children may be consuming media while they are primarily waiting for their parents at school, being driven home, and so forth. Further, as a matter of course, we cannot produce estimates for non-compliers who, say, mostly stay inside regardless of weather conditions. Finally, due to the realities of the data we use, we cannot detail the mechanisms of the causal process we are trying to capture. 2011). Leisure time activity is often positioned as a key factor in child development, yet we know relatively little about the causal significance of various specific activities or the magnitude of their effects. Using extensive qualitative evidence, Lareau (2000, 2002) describes how the leisure time of children in middle-class families is highly structured and organized compared to the more informal, family-oriented working-class home environment. Intuitively, one would suspect that children who have unstructured free time would be more sensitive to weather conditions compared to those taking piano or violin lessons, for example. Falbe, Jennifer, Bernard Rosner, Walter C. Willett, Kendrin R. Sonneville, Frank B. Hu, and Alison E. Field. Not exercising. Meyer, Christelle, Vincenzo Muto, Mathieu Jaspar, Caroline Kuss, Erik Lambot, Sarah L. Chellappa, Christian Degueldre, Evelyne Balteau, Andr Luxen, Benita Middleton, Simon N. Archer, Fabienne Collette, Derk-Jan Dijk, Pierre Maquet, and Gilles Vandewalle. If children are customarily indoors and relatively inactive whatever their background, why might we see such a difference in effect sizes? 11 0 obj Lundborg, Petter, Paul Nystedt, and Dan-Olof Rooth. Aging Ment Health. Sample sizes decline slightly in our FE-IV specifications because of a small number of observations with missing geocodes. Ludyga, Sebastian, Markus Gerber, Serge Brand, Edith Holsboer-Trachsler, and Uwe Phse. Oxford University Press is a department of the University of Oxford. Learn more about the negative effects of recreation. The effects of recreation on our environment are numerous. Sports as well as outdoor activities can significantly alter the Earth's natural surroundings and cause disruption to wildlife. In particular, there are three common ways that recreational activities affect the environment. Because time diaries were assigned based on randomly selected dates, we assume no systematic relationship between when behavior was measured and any relevant demographic correlates. Dalton Conley is the Henry Putnam University Professor in Sociology and a faculty affiliate at the Office of Population Research and the Center for Health and Wellbeing. Negative responses were consistent with the following effects of recreational disturbance at the community, population, or individual (behavioral or physiological) levels: decreased species richness or diversity; decreased survival, reproduction, occurrence, or abundance; behaviors typically assumed to reflect negative responses to anthropogenic 2007 Oct 22;7:299. doi: 10.1186/1471-2458-7-299. We also include a five-year rolling average of real family income preceding the measurement year, and the poverty rate of the home census tract as a proxy for neighborhood conditions. /ColorSpace /DeviceRGB Establishing the real-world significance and construct validity of cognition as it is commonly measured in aptitude tests is less straightforward than it may seem. 1991). The regression coefficient found that club/organization or volunteering (P = 0.008), homemaking/maintenance (P = 0.017) and traveling (P = 0.017) for active leisure activities were statistically significant predictors of Life Satisfaction Index - Z for older adults. Mielke, Gregore I., Wendy J. 2020 Jun 19;17(12):4402. doi: 10.3390/ijerph17124402. Therefore, our previous understanding of harmful StS effects on subsequent strength and power activities has to be updated.