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Research ArticleResearch Articles

The Pharmacist Aggregate Demand Index to Explain Changing Pharmacist Demand Over a Ten-Year Period

Katherine K. Knapp, Bijal M. Shah and Mitchell J. Barnett
American Journal of Pharmaceutical Education September 2010, 74 (10) 189; DOI: https://doi.org/10.5688/aj7410189
Katherine K. Knapp
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Bijal M. Shah
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Mitchell J. Barnett
Touro University California College of Pharmacy, Vallejo
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  • Figure 1
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    Figure 1

    Mean Annual National ADI: 1999–2010. Range shown is from “3” = balance between supply and demand to “5” = difficult to fill open positions.

  • Table 1.
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    Table 1.

    Pearson Correlation Matrix for Study Variables

  • Figure 2
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    Figure 2

    The ADI and US unemployment rates are compared from 1999 to 2010 (r = 0.923). Partial data were available for 1999 and 2010. This chart uses an “inverse” ADI (described in the text) to better visualize the relationship.

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    Figure 3

    The ADI and entry-level pharmacy graduates are compared from 1999 to 2010 (r = 0.76). Partial ADI data were available for 1999 and graduates are estimated for 2010 based on AACP data. This chart uses an “inverse” ADI (described in the text) to better visualize the relationship.

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    Figure 4

    The ADI and US retail prescriptions in millions are compared from 1999 to 2009 (r = 0.54). Partial ADI data were available for 1999.

  • Table 2.
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    Table 2.

    Multivariate Regression Model to Predict the Aggregate Demand Index (ADI)

  • Table 3.
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    Table 3.

    Correlation of ADIs with Unemployment at the National, Regional, Division, and State Level and Goodness of Fit for Fixed Effect Models

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American Journal of Pharmaceutical Education
Vol. 74, Issue 10
1 Sep 2010
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The Pharmacist Aggregate Demand Index to Explain Changing Pharmacist Demand Over a Ten-Year Period
Katherine K. Knapp, Bijal M. Shah, Mitchell J. Barnett
American Journal of Pharmaceutical Education Sep 2010, 74 (10) 189; DOI: 10.5688/aj7410189

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The Pharmacist Aggregate Demand Index to Explain Changing Pharmacist Demand Over a Ten-Year Period
Katherine K. Knapp, Bijal M. Shah, Mitchell J. Barnett
American Journal of Pharmaceutical Education Sep 2010, 74 (10) 189; DOI: 10.5688/aj7410189
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Keywords

  • pharmacist shortage
  • Aggregate Demand Index
  • unemployment
  • workforce
  • employment
  • prescription drug growth
  • pharmacy graduates

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