2 datasets found
  1. US Perspectives on Abortion (1975-2022)

    • kaggle.com
    zip
    Updated Feb 4, 2023
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    The Data Wrangler (2023). US Perspectives on Abortion (1975-2022) [Dataset]. https://www.kaggle.com/datasets/justin2028/perspectives-on-abortion-1975-2022
    Explore at:
    zip(5970 bytes)Available download formats
    Dataset updated
    Feb 4, 2023
    Authors
    The Data Wrangler
    License

    Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
    License information was derived automatically

    Description

    https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12064410%2F66268a15513f366aeeea35cc69051c2b%2Fabortion%20flag.png?generation=1675499090398375&alt=media" alt="">

    DAY 17,196 (April 4, 1975 - May 2, 2022)

    This is a dataset that describes the changing perspectives on a woman's right to choose in America.

    All data are official figures from Gallup, formerly known as the American Institute of Public Opinion, that have been compiled and structured by myself. I decided to create this dataset to explore how American views on abortion have evolved in the decades preceding the Dobbs V. Jackson Women's Health Organization decision. In that particular court case, the Supreme Court also overturned the 1973 Roe V. Wade decision, ending the long-standing constitutional right to abortion in the United States. Abortion has become a fixture of American politics in recent years, but few are able to take a bipartisan stance on the issue. I hope that the objectiveness of the quantitative data in this dataset can allow for a more rational understanding of the issue.

    Data Sources

    The primary data source used was Gallup, an analytics company renowned for its expansive public opinion polls. With decades worth of data on the sentiments of Americans, Gallup is an organization uniquely equipped to illustrate the shifting attitudes on abortion.
    1. Gallup's Historical Trends On Abortion - Gallup publicly released not only their opinion data about abortion, but also attached corresponding visualizations that conveyed to me the analytical potential of a compiled dataset.
    2. Gallup's "Where Do Americans Stand On Abortion?" - While searching for quality data sources regarding abortion (ex. MMWR, CDC, PMSS), I found this Gallup article, which piqued my interest and led me to their "Historical Trends" page.

    Reponses Being Tracked

    • Q1꞉ Should Abortions Be Legal?
    • Q2꞉ Are You Pro-Choice Or Pro-Life (AFTER)?
    • Q2꞉ Are You Pro-Choice Or Pro-Life (NOT AFTER)?
    • Q3꞉ Should Roe V. Wade Be Overturned Or Not?
    • Q4꞉ Which Stage of Pregnancy Should Abortion Be Legal Or Illegal?
    • Q5꞉ How Does A Political Candidateʼs Position On Abortion Affect Your Vote?
    • Q6꞉ Is Abortion Morally Acceptable Or Wrong?
    • Q7꞉ Are You Satisfied Or Dissatisfied With Nationʼs Policies On Abortion?

    Dataset History

    2023-02-04 - Dataset is created (17,474 days after the coverage start date).

    GitHub Repository - The same data but on GitHub.

    Code Starter

    Link to Notebook

    Acknowledgements

    The idea for this dataset came from Ms. Katlen, my English teacher. A big thank you to her for the suggestion to explore how perspectives have changed about a woman's right to choose :)

  2. Comparison of Outcomes before and after Ohio's Law Mandating Use of the...

    • plos.figshare.com
    • datasetcatalog.nlm.nih.gov
    • +1more
    docx
    Updated Jun 4, 2023
    + more versions
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    Ushma D. Upadhyay; Nicole E. Johns; Sarah L. Combellick; Julia E. Kohn; Lisa M. Keder; Sarah C. M. Roberts (2023). Comparison of Outcomes before and after Ohio's Law Mandating Use of the FDA-Approved Protocol for Medication Abortion: A Retrospective Cohort Study [Dataset]. http://doi.org/10.1371/journal.pmed.1002110
    Explore at:
    docxAvailable download formats
    Dataset updated
    Jun 4, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Ushma D. Upadhyay; Nicole E. Johns; Sarah L. Combellick; Julia E. Kohn; Lisa M. Keder; Sarah C. M. Roberts
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Ohio
    Description

    BackgroundIn February 2011, an Ohio law took effect mandating use of the United States Food and Drug Administration (FDA)-approved protocol for mifepristone, which is used with misoprostol for medication abortion. Other state legislatures have passed or enacted similar laws requiring use of the FDA-approved protocol for medication abortion. The objective of this study is to examine the association of this legal change with medication abortion outcomes and utilization.Methods and FindingsWe used a retrospective cohort design, comparing outcomes of medication abortion patients in the prelaw period to those in the postlaw period. Sociodemographic and clinical chart data were abstracted from all medication abortion patients from 1 y prior to the law’s implementation (January 2010–January 2011) to 3 y post implementation (February 2011–October 2014) at four abortion-providing health care facilities in Ohio. Outcome data were analyzed for all women undergoing abortion at ≤49 d gestation during the study period. The main outcomes were as follows: need for additional intervention following medication abortion (such as aspiration, repeat misoprostol, and blood transfusion), frequency of continuing pregnancy, reports of side effects, and the proportion of abortions that were medication abortions (versus other abortion procedures). Among the 2,783 medication abortions ≤49 d gestation, 4.9% (95% CI: 3.7%–6.2%) in the prelaw and 14.3% (95% CI: 12.6%–16.0%) in the postlaw period required one or more additional interventions. Women obtaining a medication abortion in the postlaw period had three times the odds of requiring an additional intervention as women in the prelaw period (adjusted odds ratio [AOR] = 3.11, 95% CI: 2.27–4.27). In a mixed effects multivariable model that uses facility-months as the unit of analysis to account for lack of independence by site, we found that the law change was associated with a 9.4% (95% CI: 4.0%–18.4%) absolute increase in the rate of requiring an additional intervention. The most common subsequent intervention in both periods was an additional misoprostol dose and was most commonly administered to treat incomplete abortion. The percentage of women requiring two or more follow-up visits increased from 4.2% (95% CI: 3.0%–5.3%) in the prelaw period to 6.2% (95% CI: 5.5%–8.0%) in the postlaw period (p = 0.003). Continuing pregnancy was rare (0.3%). Overall, 12.6% of women reported at least one side effect during their medication abortion: 8.4% (95% CI: 6.8%–10.0%) in the prelaw period and 15.6% (95% CI: 13.8%–17.3%) in the postlaw period (p < 0.001). Medication abortions fell from 22% (95% CI: 20.8%–22.3%) of all abortions the year before the law went into effect (2010) to 5% (95% CI: 4.8%–5.6%) 3 y after (2014) (p < 0.001). The average patient charge increased from US$426 in 2010 to US$551 in 2014, representing a 16% increase after adjusting for inflation in medical prices. The primary limitation to the study is that it was a pre/post-observational study with no control group that was not exposed to the law.ConclusionsOhio law required use of a medication abortion protocol that is associated with a greater need for additional intervention, more visits, more side effects, and higher costs for women relative to the evidence-based protocol. There is no evidence that the change in law led to improved abortion outcomes. Indeed, our findings suggest the opposite. In March 2016, the FDA-protocol was updated, so Ohio providers may now legally provide current evidence-based protocols. However, this law is still in place and bans physicians from using mifepristone based on any new developments in clinical research as best practices continue to be updated.

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The Data Wrangler (2023). US Perspectives on Abortion (1975-2022) [Dataset]. https://www.kaggle.com/datasets/justin2028/perspectives-on-abortion-1975-2022
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US Perspectives on Abortion (1975-2022)

Opinions on the morality of abortion and other historical trends from Gallup

Explore at:
zip(5970 bytes)Available download formats
Dataset updated
Feb 4, 2023
Authors
The Data Wrangler
License

Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0)https://creativecommons.org/licenses/by-nc-sa/4.0/
License information was derived automatically

Description

https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12064410%2F66268a15513f366aeeea35cc69051c2b%2Fabortion%20flag.png?generation=1675499090398375&alt=media" alt="">

DAY 17,196 (April 4, 1975 - May 2, 2022)

This is a dataset that describes the changing perspectives on a woman's right to choose in America.

All data are official figures from Gallup, formerly known as the American Institute of Public Opinion, that have been compiled and structured by myself. I decided to create this dataset to explore how American views on abortion have evolved in the decades preceding the Dobbs V. Jackson Women's Health Organization decision. In that particular court case, the Supreme Court also overturned the 1973 Roe V. Wade decision, ending the long-standing constitutional right to abortion in the United States. Abortion has become a fixture of American politics in recent years, but few are able to take a bipartisan stance on the issue. I hope that the objectiveness of the quantitative data in this dataset can allow for a more rational understanding of the issue.

Data Sources

The primary data source used was Gallup, an analytics company renowned for its expansive public opinion polls. With decades worth of data on the sentiments of Americans, Gallup is an organization uniquely equipped to illustrate the shifting attitudes on abortion.
  1. Gallup's Historical Trends On Abortion - Gallup publicly released not only their opinion data about abortion, but also attached corresponding visualizations that conveyed to me the analytical potential of a compiled dataset.
  2. Gallup's "Where Do Americans Stand On Abortion?" - While searching for quality data sources regarding abortion (ex. MMWR, CDC, PMSS), I found this Gallup article, which piqued my interest and led me to their "Historical Trends" page.

Reponses Being Tracked

  • Q1꞉ Should Abortions Be Legal?
  • Q2꞉ Are You Pro-Choice Or Pro-Life (AFTER)?
  • Q2꞉ Are You Pro-Choice Or Pro-Life (NOT AFTER)?
  • Q3꞉ Should Roe V. Wade Be Overturned Or Not?
  • Q4꞉ Which Stage of Pregnancy Should Abortion Be Legal Or Illegal?
  • Q5꞉ How Does A Political Candidateʼs Position On Abortion Affect Your Vote?
  • Q6꞉ Is Abortion Morally Acceptable Or Wrong?
  • Q7꞉ Are You Satisfied Or Dissatisfied With Nationʼs Policies On Abortion?

Dataset History

2023-02-04 - Dataset is created (17,474 days after the coverage start date).

GitHub Repository - The same data but on GitHub.

Code Starter

Link to Notebook

Acknowledgements

The idea for this dataset came from Ms. Katlen, my English teacher. A big thank you to her for the suggestion to explore how perspectives have changed about a woman's right to choose :)

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