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integrated public use microdata series (ipums) current population survey (cps) annual social and economic (asec)  (MicroData Instrument Inc)

 
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    MicroData Instrument Inc integrated public use microdata series (ipums) current population survey (cps) annual social and economic (asec)
    Integrated Public Use Microdata Series (Ipums) Current Population Survey (Cps) Annual Social And Economic (Asec), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/ppr0933205-98-19-8?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series (ipums) current population survey (cps) annual social and economic (asec) - by Bioz Stars, 2026-07
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    integrated public use microdata series (ipums) current population survey (cps) annual social and economic (asec)  (MicroData Instrument Inc)
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    MicroData Instrument Inc integrated public use microdata series (ipums) current population survey (cps) annual social and economic (asec)
    Integrated Public Use Microdata Series (Ipums) Current Population Survey (Cps) Annual Social And Economic (Asec), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    integrated public use microdata series (ipums) current population survey (cps) annual social and economic (asec) - by Bioz Stars, 2026-07
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    integrated public use microdata series, the current population survey (ipums cps)  (MicroData Instrument Inc)
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    Integrated Public Use Microdata Series, The Current Population Survey (Ipums Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    integrated public use microdata series (ipums-cps)  (MicroData Instrument Inc)
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    Integrated Public Use Microdata Series (Ipums Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    integrated public use microdata series (ipums) current population survey (cps)  (MicroData Instrument Inc)
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    MicroData Instrument Inc integrated public use microdata series (ipums) current population survey (cps)
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series (Ipums) Current Population Survey (Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/pmc07668078-97-16-13?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series (ipums) current population survey (cps) - by Bioz Stars, 2026-07
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    integrated public use microdata series (ipums)-cps 2010 harmonized occupation categories  (MicroData Instrument Inc)
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    MicroData Instrument Inc integrated public use microdata series (ipums)-cps 2010 harmonized occupation categories
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series (Ipums) Cps 2010 Harmonized Occupation Categories, supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    integrated public use microdata series (ipums)-cps 2010 harmonized occupation categories - by Bioz Stars, 2026-07
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    integrated public use microdata series – cps dataset (ipums-cps)  (MicroData Instrument Inc)
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    MicroData Instrument Inc integrated public use microdata series – cps dataset (ipums-cps)
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series – Cps Dataset (Ipums Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/pmc06297890-145-7-10?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series – cps dataset (ipums-cps) - by Bioz Stars, 2026-07
    90/100 stars
    		  Buy from Supplier
    integrated public use microdata series, current population survey (ipums-cps)  (MicroData Instrument Inc)
    90
    MicroData Instrument Inc integrated public use microdata series, current population survey (ipums-cps)
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series, Current Population Survey (Ipums Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/pmc06153180-148-61-59?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series, current population survey (ipums-cps) - by Bioz Stars, 2026-07
    90/100 stars
    		  Buy from Supplier
    integrated public use microdata series - current population survey (ipums-cps)  (MicroData Instrument Inc)
    90
    MicroData Instrument Inc integrated public use microdata series - current population survey (ipums-cps)
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series Current Population Survey (Ipums Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/pmc04225558-65-13-16?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series - current population survey (ipums-cps) - by Bioz Stars, 2026-07
    90/100 stars
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    integrated public use microdata series compilation of the march current population survey (ipums-cps)  (MicroData Instrument Inc)
    90
    MicroData Instrument Inc integrated public use microdata series compilation of the march current population survey (ipums-cps)
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series Compilation Of The March Current Population Survey (Ipums Cps), supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/10__1080_slash_00036846__2014__948673-31-24-19?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series compilation of the march current population survey (ipums-cps) - by Bioz Stars, 2026-07
    90/100 stars
    		  Buy from Supplier
    integrated public use microdata series, current population survey (ipums-cps) database  (MicroData Instrument Inc)
    90
    MicroData Instrument Inc integrated public use microdata series, current population survey (ipums-cps) database
    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS <t>CPS</t> microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod <t>is</t> <t>2011</t> to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.
    Integrated Public Use Microdata Series, Current Population Survey (Ipums Cps) Database, supplied by MicroData Instrument Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/ipums-cps/10__1111_slash_j__1468___0335__2012__00933__x-413-18-16?v=MicroData+Instrument+Inc
    Average 90 stars, based on 1 article reviews
    integrated public use microdata series, current population survey (ipums-cps) database - by Bioz Stars, 2026-07
    90/100 stars
    		  Buy from Supplier

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    Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS CPS microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod is 2011 to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.

    Journal: Proceedings of the National Academy of Sciences of the United States of America

    Article Title: Initial economic damage from the COVID-19 pandemic in the United States is more widespread across ages and geographies than initial mortality impacts

    doi: 10.1073/pnas.2014279117

    Figure Lengend Snippet: Excess mortality and economic damage comparison by state. This figure compares excess mortality and the economic impacts of COVID-19 in April 2020; each point is one state. Economic measures are calculated using the IPUMS CPS microdata and mortality measures are calculated using aggregate CDC data. Excess amounts are calculated by comparing observed values in April 2020 to predicted values. Predicted values are calculated using a linear time trend with month fixed effects; the preperiod is 2011 to 2019. The solid line shows the line of best fit from an unweighted regression. Dashed lines show the median value of excess mortality and the excess decline in employment–population ratio.

    Article Snippet: Monthly economic data from 2011 to 2020 come from the Integrated Public Use Microdata Series (IPUMS) Current Population Survey (CPS), which harmonizes data across months from the CPS ( ).

    Techniques: Comparison

    Predicted vs. observed outcomes by age group. These figures compare predicted and observed ( A ) mortality per 10,000 and ( B ) employment–population ratio, both in April 2020, for the age groups for which the CDC publishes recent weekly death counts, using point estimates for observed outcomes. The employment–population ratio is calculated using the IPUMS CPS microdata and mortality measures are calculated using aggregate CDC data by age group. Predicted values for each outcome are calculated using a linear time trend with month fixed effects; the preperiod is from 2011 to 2019. Heteroskedasticity-robust SEs to construct 95% confidence intervals are computed with clustering by year.

    Journal: Proceedings of the National Academy of Sciences of the United States of America

    Article Title: Initial economic damage from the COVID-19 pandemic in the United States is more widespread across ages and geographies than initial mortality impacts

    doi: 10.1073/pnas.2014279117

    Figure Lengend Snippet: Predicted vs. observed outcomes by age group. These figures compare predicted and observed ( A ) mortality per 10,000 and ( B ) employment–population ratio, both in April 2020, for the age groups for which the CDC publishes recent weekly death counts, using point estimates for observed outcomes. The employment–population ratio is calculated using the IPUMS CPS microdata and mortality measures are calculated using aggregate CDC data by age group. Predicted values for each outcome are calculated using a linear time trend with month fixed effects; the preperiod is from 2011 to 2019. Heteroskedasticity-robust SEs to construct 95% confidence intervals are computed with clustering by year.

    Article Snippet: Monthly economic data from 2011 to 2020 come from the Integrated Public Use Microdata Series (IPUMS) Current Population Survey (CPS), which harmonizes data across months from the CPS ( ).

    Techniques: Construct