document.write( "Question 1204120: The College of Podiatrists states that 48% of women wear shoes that are too small for their feet. A researcher wants to be 98% confident that this proportion is within 0.05 of the true proportion. How large a sample is necessary?\r
\n" ); document.write( "\n" ); document.write( "Which answer is correct?\r
\n" ); document.write( "\n" ); document.write( "718, 413, 540, or 286?
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Algebra.Com's Answer #840167 by Theo(13342)\"\" \"About 
You can put this solution on YOUR website!
population mean proportion is .48.
\n" ); document.write( "98% confidence interval with two tails requires critical z-score of plus or minus 2.326347.
\n" ); document.write( "margin of error is plus or minus .05.
\n" ); document.write( "z-score formula is z = (x-m)/s
\n" ); document.write( "high side z-score = 2.326347.
\n" ); document.write( "(x-m) is equal to .05 which is the high side margin of error.
\n" ); document.write( "s = standard error = sqrt(.48 * .52 / n) = sqrt(.2496/n)
\n" ); document.write( "n is the sample size.
\n" ); document.write( "z-score formula becomes 2.326347 = .05 / sqrt(.2496/n)
\n" ); document.write( "mutiply both sides of the equation by sqrt(.2496/n) and divide both sides of the formula by 2.326347 to get:
\n" ); document.write( "sqrt(.2496/n) = .05 / 2.326347
\n" ); document.write( "square both sides of the equation to get:
\n" ); document.write( ".2496/n = (.05/2.326347)^2
\n" ); document.write( "solve for n to get:
\n" ); document.write( "n = .2496 / (.05/2.326347)^2 = 540.323134.
\n" ); document.write( "standard error becomes equal to sqrt(.2496/540.323134) = .021493.
\n" ); document.write( "z-score formula becomees:
\n" ); document.write( "2.326347 = (x-m) / .021493.
\n" ); document.write( "solve for (x-m) to get:
\n" ); document.write( "(x-m) = 2.326347 * .021493 = .050000.
\n" ); document.write( "that's your margin of error.\r
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\n" ); document.write( "\n" ); document.write( "use the calculator at https://davidmlane.com/hyperstat/z_table.html to test it out.\r
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\n" ); document.write( "\n" ); document.write( "calculator says that 98% confidence interval is between .43 and .53.
\n" ); document.write( ".48 minus .43 = .05
\n" ); document.write( ".53 minus .48 = .05
\n" ); document.write( "margin of error is .05 as desired.\r
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\n" ); document.write( "\n" ); document.write( "here are the results from that calculator.\r
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\n" ); document.write( "\n" ); document.write( "your sample size needs to be an integer, so round 540.323134 to 541 and that's your solution.
\n" ); document.write( "you will get a margin of error slightly less than .05 when you do that.
\n" ); document.write( "your revised standared error will be equal to sqrt(.2496/541) = .021479.
\n" ); document.write( "your margin of error becomes .021479 * 2.326347 = .049970 which is slightly less than .05 = within .05, as required.
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