Goldilocks and the 3 Levels of Data

Actually when it comes to quantitative data, there are 4 levels, but who’s counting? (Besides Goldilocks.)

  1. Nominal  (categorical) data are names or categories: (gender, religious affiliation, days of the week, yes or no, and so on)
  2. Ordinal data are like the pain scale.  Each number is higher (or lower) than the next but the distances between numbers are not equal.  In others words 4 is not necessarily twice as much as 2; and 5 is not half of 10.
  3. Interval data are like degrees on a thermometer.  Equal distance between them, but no actual “0”.  0 degrees is just really, really cold.
  4. Ratio data are those  with real 0 and equal intervals (e.g., weight, annual salary, mg.)

(Of course if you want to collect QUALitative word data, that’s closest to categorical/nominal, but you don’t count ANYTHING.  More on that another time.)

CRITICAL THINKING:   Where are the levels in Goldilocks and the 3 levels of data at this link:  https://son.rochester.edu/research/research-fables/goldilocks.html ?? Would you measure soup, bed, chairs, bears, or other things differently?  Why was the baby bear screaming in fright?

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Creation & Use of Evidence: Different!

The difference between research and evidence-based practice (EBP) can sometimes be confusing, but the contrast between them is sharp.  I think most of the confusion comes because those implementing both processes measure outcomes.  Here are differences:

  • RESEARCH :  The process of research (formulating an answerable question, designing project methods, collecting and analyzing the data, and interpreting themagnifyingGlassmeaning of results) is creating knowledge (AKA creating research evidence).  A research project that has been written up IS evidence that can be used in practice.  The process of research is guided by the scientific method.
  • EVIDENCE-BASED PRACTICE:   EBP is using existing knowledg(AKA using EBPresearch evidence) in practice.  While researchers create new knowledge,

The creation of evidence obviously precedes its application to practice.  Something must be made before it can be used.  Research obviously precedes the application of research findings to practice.  When those findings are applied to practice, then we say the practice is evidence-based.

A good analogy for how research & EBP differ & work together can be seen in autos.

CreateCar
Creating a car!

 

  • Designers & factory workers create new cars.

    UseCar
    Using a car!
  • Drivers use existing cars that they choose according to preferences and best judgments about safety.

 

 

CRITICAL THINKING:   1) Why is the common phrase “evidence-based research” unclear?  Should you use it?  Why or why not?  2) What is a clinical question you now face. (e.g., C.Diff spread; nurse morale on your unit; managing neuropathic pain) and think about how the Stetler EBP model at http://www.nccmt.ca/registry/resource/pdf/83.pdf  might help.  Because you will be measuring outcomes, then why is this still considered EBP.

What IS research!!??

WHAT IS RESEARCH?   Take < three minutes to check out: https://www.youtube.com/watch?v=v50ct9xJVKE .  Listen for what research is and 2 basic ways to approach the man-person-legs-grass.jpganswers to a research question: “Why is the sky blue?”

CRITICAL THINKING:  What is a recent problem you’ve experienced in clinical practice?  Write out a positivist question and an interpretist research question related to that same clinical problem.

Dispelling the nice or naughty myth: retrospective observational study of Santa Claus.

Naughty NiceGo to full article

Abstract

“OBJECTIVE:  To determine which factors influence whether Santa Claus will visit children in hospital on Christmas Day.

DESIGN:  Retrospective observational study.

SETTING:  Paediatric wards in England, Northern Ireland, Scotland, and Wales.

PARTICIPANTS:  186 members of staff who worked on the paediatric wards (n=186) during Christmas 2015.

MAIN OUTCOME MEASURES:  Presence or absence of Santa Claus on the paediatric ward GIFTSduring Christmas 2015. This was correlated with rates of absenteeism from primary school, conviction rates in young people (aged 10-17 years), distance from hospital to North Pole (closest city or town to the hospital in kilometres, as the reindeer flies), and contextual socioeconomic deprivation (index of multiple deprivation).

RESULTS:  Santa Claus visited most of the paediatric wards in all four countries: 89% in England, 100% in Northern Ireland, 93% in Scotland, and 92% in Wales. The odds of him not visiting, however, were significantly higher for paediatric wards in areas of higher socioeconomic deprivation in England (odds ratio 1.31 (95% confidence interval 1.04 to 1.71) in England, 1.23 (1.00 to 1.54) in the UK). In contrast, there was no correlation with school absenteeism, conviction rates, or distance to the North Pole.

CONCLUSION:  The results of this study dispel the traditional belief that Santa Claus rewards children based on how nice or naughty they have been in the previous year. Santa Claus is less likely to visit children in hospitals in the most deprived areas. Potential solutions include a review of Santa’s contract or employment of local Santas in poorly represented region.”  Park et al. (2016).BMJ. 2016 Dec 14;355:i6355. doi: 10.1136/bmj.i6355.

How would you translate this into practice?   Questions to help you with this endeavor:   Where does this retrospective, observational research fall on the evidence hierarchyEBNIs it quantitative or qualitative research?  Experimental or non-experimental research? How generalizable is this research? What are the risks,resources, and readiness of people in potentially using the findings (Stetler & Marram, 1996; Stetler, 2001)?   What might happen if you try to apply the abstract information to practice without reading the full article?  Do you think the project done in Europe is readily applicable to America?  What would be the next level of research that you might undertake to better confirm these findings?
Enjoy your holiday season! -Dr H

“Here Comes Santa Claus?” What IS the Evidence?

It’s that time of year again! Enjoy this illustration of how to use one model in applying best, available evidence to practice. Have fun and a merry and bright season.

discoveringyourinnerscientist

How strong is the evidence regarding our holiday Santa Claus (SC) practices? And what are the opportunities on this SC topic for new descriptive, correlation, or experimental research?  Although existing evidence generally supports SC, in the end we may conclude, “the most real things in the world are those that neither children nor men can see” (Church, as cited in Newseum, n.d.).santa3

If you want to know the answers, check out: Highfield, M.E.F. (2011).  Here comes Santa Claus: What’s the evidence? Advanced Emergency Nursing Journal, 33(4), 354-6. doi: http://dx.doi.org.libproxy.csun.edu/10.1097/TME.0b013e318234ead3   Using bona fide published work, the article shows you how to evaluate the strength of evidence and how to apply it to practice.   You can request a full-text for your personal use from your library or from the author via www.researchgate.net/home .  

Critical thinking: Check out this related research study with fulltext available through PubMed: Black Pete…

View original post 70 more words

Write Away!

Want to know the standardized format for writing up your research study, QI report, Writing1case study, systematic review, or clinical practice guideline?    Check out these standardized reporting guidelines: http://www.equator-network.org/reporting-guidelines/

Of course you should always give priority to the author instructions for the particular journal in which you want to publish, but most adhere generally or fully to these standardized guides.

Write away!

“Please answer….” (cont.)

What do people HATE about online surveys?   If you want to improve your response rates, check out SurveyMonkey Eric V’s (May Mail2017)  Eliminate survey fatigue: Fix 3 things your respondents hate 

For more info: Check out my earlier post “Please Answer!”

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