Health Perspectives

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(C) Association between positivity and weekly number of cases per 10,000. (D) Association between the overall age-adjusted number of deaths per 10,000 and the average positivity over the same period. (E) Association between average daily tests per 10,000 and SES. (F) Association between tests per 10,000 and deaths per 10,000. (G) Timeliness over time. Timeliness is defined as the proportion of PCR tests that appear in the public records within one week from the onset of symptoms. Two weeks in June (shaded in gray) were excluded from the analysis due to inconsistencies in data, leading to unreliable delay estimates. (H) Association between average timeliness and SES. (I) Association between timeliness and weekly number of cases per 10,000. (J) Association between the overall age-adjusted number of deaths per 10,000 and the average timeliness. (K) Association between timeliness and positivity. Dots are representative of weekly data per municipality. (L) Association between tests per death (age-adjusted) and SES. Figures with different dot colors illustrate the SES value according to the reference presented in (A). Our findings on the number of tests conducted show a rather paradoxical association with SES and mortality. Many months into the epidemic, the early positive association between tests per capita and SES ( Fig. 2B ) reversed ( Fig. 4E ), best site indicative of an improvement in testing capacity over time, so that more tests were performed in the most affected areas. Similarly, the number of tests started to positively correlate with deaths ( Fig. 4F ), suggesting that the number of tests are strong predictors of mortality.

https://science.sciencemag.org/content/early/2021/05/13/science.abg5298

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Deconstructing these elements translates as follows: Managers manage “things.” Leaders lead people. Leadership is a critical trait in any organization, including your safety program. Some pieces can be delegated, but the guy at the top of the food chain needs to show “skin in the game.” Employee engagement. People want to be involved in their workplace, and regarded as more than simply functional “tools.” Employee engagement is the mechanism to achieve this. It used to be called a Safety Committee; now, it’s a Focus Group or Craft Voices, or whatever you choose to call it. Think inclusive, diverse and empowering. The last of the three elements is complimentary: “We are really good at what we do.” Likewise for the competition.   Incremental improvement. Incremental improvement over time is the Gold Standard. Safety, hardware, tooling, processes, materials, QA, metrics, digital apps, etc., are all in play. Take a page from the QA/QC playbook and adopt continuous improvement into your safety systems. One example of this can be seen in the job hazard analysis (JHA) process. At the conclusion of the job, ask yourself: “What did we learn from this? How can we do it better/safer next time?” There’s a place to record this on the JHA form. Being able to say “we comply” is no longer good enough. In fact, it’s a sign of an early fail! If you are content with achieving regulatory compliance, you’re missing the safety boat. The fact is most large contractors are asking their subs for a Site Safety Plan that exceeds OSHA specs.

https://www.forconstructionpros.com/business/construction-safety/article/21138142/top-10-construction-safety-tips-revisited