#LikertScale

Dennis Alexis Valin Dittrichdavdittrich@fediscience.org
2025-09-24

Measuring the Unmeasurable? Systematic Evidence on Scale Transformations in Subjective #SurveyData d.repec.org/n?u=RePEc:iza:izad
"The relationship between the ‘cost’ of deviating from #linearity and the risk of sign reversal is, as one might expect, concave. Approximately 20% of results published in leading economic journals are reversed with some transformation that has a plausible cost. Restricting ourselves to interpreting wellbeing data as merely ordinal (i.e. allowing for any departure from linear scale use), increases this share to about 60%.
… Turning to relative magnitudes, we focus on unemployment and income as key determinants studied across multiple papers in our database. While coefficient signs for these are fairly robust, their relative magnitudes are highly sensitive to scale use assumptions. Marginal rates of substitution between unemployment and income can vary by an order of magnitude under plausible deviations from linearity.
#statisticalInference and estimates of relative effect magnitudes become unreliable, even under modest departures from linearity. This is especially problematic for policy applications. We show that these concerns generalise to many other widely used survey-based constructs."
#ordinalMeasures #LikertScale #economics

vintage screwlisp accountscrewtape@mastodon.sdf.org
2025-05-12

#programming #gamedev #devlog #lisp Snapshotting current probabilities as colors game mechanic screwlisp.small-web.org/lispga #engineering #likertscale #lispgamejam

After @vnikolov @ksaj @dougmerritt @kakafarm were chattering about conway's game of life and how sophisticated flocking dynamics were possible,

Here I introduced the idea of the player altering probabilities and snapshotting them as a color. So a pink plant, pink insect, pink bird have one probability likert scale, blue, another.

put: blue type color
put: blue a-lot 1
put: blue often 3/4
put: blue sometimes 1/2
put: blue occasionally 1/4
put: blue not-normally 1/20

check pink.

(get pink not-normally)
ses.164) (get pink not-normally)
  => 0
2023-06-12

ℹ️ Die Likert-Skala ist ein mächtiges Werkzeug in den Sozialwissenschaften und der Umfragegestaltung! 📋💡

#data4goodmonday #data4good #dataforgood #correlaid #data #datascience #statistics #ehrenamt #volunteering #likertscale #likertskala

Craig Sailasaila
2023-04-14

This is an informative demonstration showing how to make a simple data comparison visualization even more effective at a quick glance

uxdesign.cc/focusing-on-the-po

Nick Byrd, Ph.D.ByrdNick@nerdculture.de
2023-03-01

"Five of [seven intelligence] agencies determined it... 'very unlikely' that a foreign adversary was responsible for [#HavanaSyndrome] symptoms..."

"One agency ...determined that it was 'unlikely'."

"One agency abstained in its conclusion regarding a foreign actor."

"...when asked, no agency dissented from the conclusion that a foreign actor did not cause the symptoms...."

apnews.com/article/havana-synd

#IntelligenceCommunity #LikertScale #Probability #DoubleNegative #TripleNegative?

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Server: https://mastodon.social
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