Census Data for GIS Overview

Census Data for GIS Overview
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Data plays a crucial role in a variety of applications, including the Decennial Census, American Community Survey, Population Estimates, Economic Census, and Annual Economic Surveys. These datasets provide valuable insights into demographic trends, economic indicators, and population estimates over time. The American Community Survey, in particular, offers detailed information on various aspects of communities. Explore the detailed portrait of the nation's economy through the Economic Census conducted every five years. Learn about the different types of Census data products available, including redistricting data and Public Use Microdata Samples."

  • Census data
  • GIS
  • Demographics
  • Economic indicators
  • Population estimates

Uploaded on Mar 16, 2025 | 0 Views


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  1. Research in the Operating Room Jordan Goldhammer, MD MS

  2. Overview Day of Surgery Informed Consent How close is to close? Cost of OR Research Time is Money

  3. History of Informed Consent 1947: Streptomycin superior to bed rest for treating TB Statistician AB Hill: Of course, there were no ethical problems in those days: we did not ask the patient s permission or anybody s permission. We did not tell them they were in a trial we just did it Miller FG. Clinical research before informed consent. Kennedy Institute of Ethics Journal. 2014. Vol 24, No 2, 141-157

  4. History of Informed Consent 1966: Surgeon general mandates institutions receiving federal funding must implement independent committee review FDA mandates subject consent for investigational drugs AMA issues guidelines to aid physicians in fulfilling their ethical responsibility when they engage in clinical investigation Miller FG. Clinical research before informed consent. Kennedy Institute of Ethics Journal. 2014. Vol 24, No 2, 141-157

  5. Consent for Operating Room Research The Common Rule Federal Policy for the Protection of Human Subjects ( Common Rule ) An investigator shall seek informed consent only under circumstances that provide the prospective subject or the legally authorized representative sufficient opportunity to discuss and consider whether or not to participate and that minimize the possibility of coercion or undue influence. https://www.hhs.gov/ohrp/sites/default/files/revised-common-rule-reg-text-unofficial-2018- requirements.pdf

  6. Consent for Operating Room Research The Joint Commission Joint Commission: A patient must be apprised of the nature, risks, and alternatives of a medical procedure or treatment before the physician or other health care professional begins any such course No mention of coercion

  7. Consent for Operating Room Research The WHO WHO: Five concepts must be considered in establishing informed consent: Voluntariness Capacity Disclosure Understanding Decision Voluntariness means that an individual s decision to participate is made without coercion or persuasion. Bulletin of the World Health Organization 2015;93:186-198H

  8. Consent for Operating Room Research The FDA FDA: The conditions under which informed consent is sought and the relationship between the subject and the person obtaining consent must be carefully considered to minimize the possibility of coercion or undue influence

  9. Consent for Operating Room Research Coercion Is consent obtained the day of a procedure free of undue influence? Routinely obtain Surgical/Anesthesia consent immediately prior to procedure Procedure consent vs research consent? Murphy et al. Consent for Anesthesia Clinical Trials on the Day of Surgery. Anesthesiology 2016; 124:1246-55

  10. Consent for Operating Room Research Coercion The patients perspective: Uncertain if study personnel are involved in clinical care Obligation to participate? Anxiety may impair understanding Time to read/comprehend consent form limited Inadequate privacy Restricted ability to discuss with family Murphy et al. Consent for Anesthesia Clinical Trials on the Day of Surgery. Anesthesiology 2016; 124:1246-55

  11. Consent for Operating Room Research Coercion Problematic for Anesthesiology driven operating room research Similar circumstance for Radiology, ED research Medical Research Council of Canada: Ideally subject s should be fully informed and should make decision on weather to participate at leisure and in complete freedom from any pressure. Practically speaking this is rarely, if ever, possible. Maltby, JR. Informed consent for clinical anesthesia research. Can J Anesth 1993. 40:9; 891-6.

  12. Consent for Operating Room Research Coercion Impossible to eliminate possibility of coercion, must LIMIT Strategies for investigators: Pre-op phone call Designate site of consent Cooperative surgeon/anesthesiology study Murphy et al. Consent for Anesthesia Clinical Trials on the Day of Surgery. Anesthesiology 2016; 124:1246-55

  13. Consent for Operating Room Research Questions for IRB to Ask: What is the risk? Comparison of standard of care treatments vs investigational drug/procedure What has investigator done to limit coercion? OHR 2, F, Q16: Describe any steps taken to minimize the possibility of coercion or undue influence.

  14. What is the cost associated with research that increases OR time?

  15. How expensive is OR time? The average cost for 1 minute of OR time was $37.37 in inpatient setting and $35.39 in ambulatory setting JAMA Surg. 2018;153(4):e176233. doi:10.1001/jamasurg.2017.6233

  16. How expensive is OR time? Teaching hospitals lower cost than non-teaching JAMA Surg. 2018;153(4):e176233. doi:10.1001/jamasurg.2017.6233

  17. How expensive is OR time? $37 x 60 min = ~ $2,220 per hour Local factors create wide variability Ex: Required OR personnel Thoracoabdominal Aneurysm Repair: Anesthesiologist, Anesthesia Resident, Cardiac Surgeon, Vascular Surgeon, Cardiac Surgical PA, Vascular Surgery Fellow, Scrub Nurse, Circulator Nurse, Perfusionist, Neurophysiologist Colonoscopy: 1/3rd Anesthesiologist, Nurse Anesthetist Gastroenterologist, Scrub Nurse, Circulator Nurse JAMA Surg. 2018;153(4):e176233. doi:10.1001/jamasurg.2017.6233

  18. How expensive is OR time? Final Thoughts Investigators often acknowledge incremental increase in risk, rarely acknowledge financial impact of increased OR time Not unreasonable for IRB to ask for acknowledgment and/or plan to mitigate financial impact of increased OR time

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