scholarly journals Association between State Indoor Tanning Legislation and Google Search Trends Data in the USA from 2006 to 2019: A Time Series Analysis (Preprint)

10.2196/26707 ◽  
2020 ◽  
Author(s):  
Carolyn Heckman ◽  
Yong Lin ◽  
Mary Riley ◽  
Yaqun Wang ◽  
Trishnee Bhurosy ◽  
...  
10.2196/29516 ◽  
2021 ◽  
Vol 4 (1) ◽  
pp. e29516
Author(s):  
Carolyn Heckman ◽  
Yong Lin ◽  
Mary Riley ◽  
Yaqun Wang ◽  
Trishnee Bhurosy ◽  
...  


2020 ◽  
Author(s):  
Carolyn Heckman ◽  
Yong Lin ◽  
Mary Riley ◽  
Yaqun Wang ◽  
Trishnee Bhurosy ◽  
...  

BACKGROUND Exposure to ultraviolet radiation from the sun or indoor tanning is the cause of the majority of skin cancers. Though indoor tanning has decreased in recent years, it remains most common among adolescents and young adults, whose skin is particularly vulnerable to long-term damage. States have adopted several types of legislation to attempt to minimize indoor tanning by minors: ban of all minors from indoor tanning, partial minor ban by age (e.g., under 14 years old), or requiring parental consent or accompaniment for tanning. Currently, there are only six states with no indoor tanning legislation for minors. OBJECTIVE This study investigated whether internet searches (as an indicator of interest) related to indoor tanning varied across states by type of indoor tanning legislation, using data from Google Trends from 2006 to 2019. METHODS A time series analysis of Google Trends data on indoor tanning from 2006 to 2019 by US state was conducted. Time series linear regression models were created to assess the Google Trends data over time by type of indoor tanning legislation. RESULTS It was found that indoor tanning search rates decreased significantly for all 50 states and the District of Columbia over time. There was a peak in searches in 2012 when there was significant attention on indoor tanning (e.g., it was banned for all minors by the first state, California). The decreasing search rate was significantly greater for states with full minor bans compared to those with less restrictive types of legislation. CONCLUSIONS These findings are consistent with other studies demonstrating the association between indoor tanning regulation and tanning attitudinal and behavioral trends. The main limitation of the study is that raw search data were not available for more precise analyses. As interest and norms change, indoor tanning and skin cancer risk among young people may change. Future work should continue to determine the impact of such public health policies in order to inform policy efforts and minimize risks to public health.


1997 ◽  
Vol 85 (3_suppl) ◽  
pp. 1242-1242 ◽  
Author(s):  
David Lester

The suicide rate and the death rate for undetermined causes were negatively associated over time from 1968 to 1990 in the USA, suggesting that these undetermined deaths may include a fair proportion of suicides. In contrast, there was no association between suicide and undetermined death rates over the states in 1980.


2014 ◽  
Vol 2 (5) ◽  
pp. 387-394 ◽  
Author(s):  
Lone Simonsen ◽  
Robert J Taylor ◽  
Cynthia Schuck-Paim ◽  
Roger Lustig ◽  
Michael Haber ◽  
...  

2015 ◽  
Vol 25 (4) ◽  
pp. 233-240 ◽  
Author(s):  
Wenjun Zhong ◽  
James A Feinstein ◽  
Neil S Patel ◽  
Dingwei Dai ◽  
Chirs Feudtner

2021 ◽  
pp. 097215092110559
Author(s):  
Mohammed Sawkat Hossain

The COVID-19 pandemic has instigated tremendous human and economic hardship around the world. Using meta-literature and time series analysis, we conduct both synthesis and empirical analysis to investigate particularly the economic perspectives of COVID-19 across several financial systems: (a) Asian market, (b) European market, (c) American market and (d) Gulf Cooperation Council (GCC) and Middle East and North Africa’s (MENA) market. The critical review of the leading business and finance journals of ISI-WOS summarizes that the outburst of COVID-19 mercilessly affects global economies; however, the end phase of the systematic cascading effect has not clearly folded yet. The probable reasons of economic downturn are productivity reduction, labour immobility, undue job loss, scarcity of employment opportunities, discontinuation of supply chain, declining foreign exports, investment uncertainty, adverse clientele effect, etc. However, after analysing the pre- and during COVID effect on foreign reserve and remittance, we identify an inconclusive finding: (a) bullish trend, (e.g., the USA, Canada, Mexico, Japan, India, Bangladesh and Singapore); (b) bearish trend, (e.g., the UK, Sri-Lanka, Saudi Arabia, Malaysia, Nigeria, Italy and Brazil). Our time series analysis between pre- and during COVID-19 also documents the economic mystery that although the overall economic growth has gone down, foreign reserve and remittance have increased gradually across several economies. Overall, the current global situation demands systematic, well-targeted and aggressive fiscal-monetary stimulus initiatives. Therefore, this study offers theoretical, empirical and policy-oriented academic novelty with the possible suggestions and dynamic strategies to circumvent COVID-19 adverse effects.


The Lancet ◽  
2007 ◽  
Vol 369 (9568) ◽  
pp. 1179-1186 ◽  
Author(s):  
Carlos G Grijalva ◽  
J Pekka Nuorti ◽  
Patrick G Arbogast ◽  
Stacey W Martin ◽  
Kathryn M Edwards ◽  
...  

2021 ◽  
Author(s):  
Timothy Oladunni ◽  
Max Denis ◽  
Esther Ososanya ◽  
Joseph Adesina

This work focuses on a time series analysis and forecast of COVID 19. Decision makers and medical providers will find the work useful in improving cares to the disadvantaged demography, reduce the spread of the coronavirus and improve mitigation strategy to combat the impact of the disease. Our anatomy of COVID cases spans March 2020 to December 2020. COVID 19 forecasting cases and deaths models were built for the total population and blacks in eight states in the USA. State with medium to large populations of blacks were considered for the experiment. We defined COVID-19 Health Care Disparity (CHCD) as the difference between the percentage of Black Cases to Total Cases and Black Deaths to Total Deaths within a period. We hypothesized that a disparity exists if the ratio of black cases to the total COVID-19 population in a state, is less than the ratio of black deaths to the total deaths in the same state. The outcome of our experiment shows that there exists COVID-19 Health Care Disparity in the black community. Furthermore, all things being equal, our forecast suggests that the COVID-19 Health Care Disparities will continue at least till the end of the first quarter of 2021.


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