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Published byMelvin Chase Modified over 8 years ago
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Using PARSCALE via Stata (and notes for Dan’s spreadsheet) Laura Gibbons, PhD
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What does PARSCALE do? Estimates the unidimensional latent trait from the test items. For now, assume we’ve checked dimensionality.
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Useful output files: SCO RUNNAME.SCO (where RUNNAME is the name you assign the job) Score files have –an estimate of theta (the latent trait) for each person (line of data). –the standard error of that estimate. [Remember that not all subjects are estimated with equal precision.]
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Useful output files: PAR RUNNAME.PAR Parameter files give the difficulty and discrimination parameters for each item.
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Not so useful output files: RUNNAME.FIT (PARSCALE fit statistics are generally too conservative) Internal to PARSCALE; we never use: –code_runname.PH0 –code_runname.PH1 –code_runname.PH2 –code_runname.PH3 –pscal*
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Why Stata? You can use PARSCALE alone, but the input files are cumbersome. Our user interfaces make it much simpler: –runparscale (Calculates theta and merges thetas and SE back into your data set.) –prepar (Just prepares the input file and data set for PARSCALE.)
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Using Stata Now we’ll switch to Stata. I’ve saved many of the commands in.do files for you. Best to open Stata from the Start menu. (explain the 4 windows, including saving a log file)
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Stata Do files Open a.do file from the envelope that’s right below the ‘USER’ pull down. Open “Preliminaries for PARSCALE workshop 2008.do”
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runparscale, prepar Open “making thetas in PARSCALE.do”
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PARSCALE after prepar File: open Run: run all Run: plot PARSCALE numbers your items in order Show ‘ICC and Info’ and ‘Total Info’ To see another type of plot, click on ‘main menu’
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You try it: Repeat all this for some subset set of the items. Or join my workgroup!
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Dan’s amazing spreadsheet To see the effect on the information curve/sem when you include or exclude items This will be covered in my workgroup
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Inputting the parameter file From within Excel, File->Open (all files) Open TRYIT0.PAR Click on: –Delimited –Starting at row 6 –Next –Space –Next –Finish
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IRT Scale Summary.xls Enable macros Copy the Excel cells from TRYIT0.PAR into cell A3 in the Parameters sheet. Go to Row 184 and click In the TIC-ICC sheet, put a 1 above all items you want to include. Change to 0 to remove an item. Note that you will have n-1 columns if an item has n response categories
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And viola! Go to GM to GU 14 and below to see the curves! Add or subtract items as desired. Save this using some other name.
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The fine print Funding for this conference was made possible, in part by Grant R13AG030995-01A1 from the National Institute on Aging. The views expressed in written conference materials or publications and by speakers and moderators do not necessarily reflect the official policies of the Department of Health and Human Services; nor does mention by trade names, commercial practices, or organizations imply endorsement by the U.S. Government.
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