Round
int64 1
3
| Indicator
stringclasses 10
values | Group
stringclasses 7
values | Subgroup
stringclasses 19
values | Sample Size
float64 388
6.8k
⌀ | Response
stringclasses 3
values | Percent
float64 0.2
59.3
⌀ | Standard Error
float64 0.1
4.7
⌀ | Suppression
stringclasses 1
value | Significant 1
float64 0
1
⌀ | Significant 2
float64 0
1
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|
1 | Reduced access to hearing care | Total | Total | 6,676 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Total | Total | null | For any reason | 3.1 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Total | Total | null | Due to pandemic | 2.1 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Age group | 18-44 years | 2,588 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Age group | 18-44 years | null | For any reason | 2.4 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Age group | 18-44 years | null | Due to pandemic | 1.4 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Age group | 45-64 years | 2,323 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Age group | 45-64 years | null | For any reason | 3.3 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Age group | 45-64 years | null | Due to pandemic | 2.1 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Age group | 65 years and over | 1,765 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Age group | 65 years and over | null | For any reason | 4.3 | 0.7 | null | null | null |
1 | Reduced access to hearing care | Age group | 65 years and over | null | Due to pandemic | 3.6 | 0.6 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | White non-Hispanic | 4,430 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | White non-Hispanic | null | For any reason | 3 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | White non-Hispanic | null | Due to pandemic | 2 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Black non-Hispanic | 799 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Black non-Hispanic | null | For any reason | 3.2 | 0.7 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Black non-Hispanic | null | Due to pandemic | 2.2 | 0.7 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Other non-Hispanic | 520 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Other non-Hispanic | null | For any reason | 3 | 1 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Other non-Hispanic | null | Due to pandemic | 1.3 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Hispanic | 927 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Hispanic | null | For any reason | 3.6 | 0.7 | null | null | null |
1 | Reduced access to hearing care | Race/Hispanic origin | Hispanic | null | Due to pandemic | 2.7 | 0.7 | null | null | null |
1 | Reduced access to hearing care | Sex | Male | 2,926 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Sex | Male | null | For any reason | 3 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Sex | Male | null | Due to pandemic | 2 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Sex | Female | 3,750 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Sex | Female | null | For any reason | 3.3 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Sex | Female | null | Due to pandemic | 2.2 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Education | High school graduate or less | 1,271 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Education | High school graduate or less | null | For any reason | 3.4 | 0.6 | null | null | null |
1 | Reduced access to hearing care | Education | High school graduate or less | null | Due to pandemic | 2.2 | 0.5 | null | null | null |
1 | Reduced access to hearing care | Education | Some college | 2,511 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Education | Some college | null | For any reason | 3.2 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Education | Some college | null | Due to pandemic | 2 | 0.2 | null | null | null |
1 | Reduced access to hearing care | Education | Bachelor's degree or above | 2,894 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Education | Bachelor's degree or above | null | For any reason | 2.8 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Education | Bachelor's degree or above | null | Due to pandemic | 2 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Urbanization | Metropolitan | 5,956 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Urbanization | Metropolitan | null | For any reason | 3.1 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Urbanization | Metropolitan | null | Due to pandemic | 2.1 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Urbanization | Non-Metropolitan | 720 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Urbanization | Non-Metropolitan | null | For any reason | 3.2 | 0.5 | null | null | null |
1 | Reduced access to hearing care | Urbanization | Non-Metropolitan | null | Due to pandemic | 2.1 | 0.5 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | One or more chronic conditions | 3,995 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | One or more chronic conditions | null | For any reason | 3.9 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | One or more chronic conditions | null | Due to pandemic | 2.9 | 0.3 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Diagnosed diabetes | 757 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Diagnosed diabetes | null | For any reason | 4.8 | 1 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Diagnosed diabetes | null | Due to pandemic | 4.4 | 1 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Diagnosed hypertension | 2,370 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Diagnosed hypertension | null | For any reason | 4.3 | 0.5 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Diagnosed hypertension | null | Due to pandemic | 3.1 | 0.4 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Current asthma | 685 | Total | null | null | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Current asthma | null | For any reason | 2.6 | 0.6 | null | null | null |
1 | Reduced access to hearing care | Chronic conditions | Current asthma | null | Due to pandemic | 1.8 | 0.4 | null | null | null |
2 | Reduced access to hearing care | Total | Total | 5,900 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Total | Total | null | For any reason | 3.4 | 0.4 | null | 0 | null |
2 | Reduced access to hearing care | Total | Total | null | Due to pandemic | 1.9 | 0.2 | null | 0 | null |
2 | Reduced access to hearing care | Age group | 18-44 years | 2,195 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Age group | 18-44 years | null | For any reason | 3.2 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Age group | 18-44 years | null | Due to pandemic | 1.6 | 0.3 | null | 0 | null |
2 | Reduced access to hearing care | Age group | 45-64 years | 2,054 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Age group | 45-64 years | null | For any reason | 3.3 | 0.7 | null | 0 | null |
2 | Reduced access to hearing care | Age group | 45-64 years | null | Due to pandemic | 1.8 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Age group | 65 years and over | 1,651 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Age group | 65 years and over | null | For any reason | 3.7 | 0.6 | null | 0 | null |
2 | Reduced access to hearing care | Age group | 65 years and over | null | Due to pandemic | 2.8 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | White non-Hispanic | 4,029 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Race/Hispanic origin | White non-Hispanic | null | For any reason | 2.9 | 0.4 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | White non-Hispanic | null | Due to pandemic | 1.8 | 0.3 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Black non-Hispanic | 675 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Black non-Hispanic | null | For any reason | 4.2 | 0.8 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Black non-Hispanic | null | Due to pandemic | 1.7 | 0.4 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Other non-Hispanic | 456 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Other non-Hispanic | null | For any reason | 6.3 | 1.6 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Other non-Hispanic | null | Due to pandemic | 4.2 | 1.1 | null | 1 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Hispanic | 740 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Hispanic | null | For any reason | 3.3 | 0.9 | null | 0 | null |
2 | Reduced access to hearing care | Race/Hispanic origin | Hispanic | null | Due to pandemic | 1.6 | 0.8 | null | 0 | null |
2 | Reduced access to hearing care | Sex | Male | 2,554 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Sex | Male | null | For any reason | 3.8 | 0.7 | null | 0 | null |
2 | Reduced access to hearing care | Sex | Male | null | Due to pandemic | 2.6 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Sex | Female | 3,346 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Sex | Female | null | For any reason | 3 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Sex | Female | null | Due to pandemic | 1.3 | 0.2 | null | 1 | null |
2 | Reduced access to hearing care | Education | High school graduate or less | 1,086 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Education | High school graduate or less | null | For any reason | 4.2 | 0.7 | null | 0 | null |
2 | Reduced access to hearing care | Education | High school graduate or less | null | Due to pandemic | 2 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Education | Some college | 2,205 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Education | Some college | null | For any reason | 3.6 | 0.5 | null | 0 | null |
2 | Reduced access to hearing care | Education | Some college | null | Due to pandemic | 2.2 | 0.4 | null | 0 | null |
2 | Reduced access to hearing care | Education | Bachelor's degree or above | 2,609 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Education | Bachelor's degree or above | null | For any reason | 2.3 | 0.3 | null | 0 | null |
2 | Reduced access to hearing care | Education | Bachelor's degree or above | null | Due to pandemic | 1.5 | 0.3 | null | 0 | null |
2 | Reduced access to hearing care | Urbanization | Metropolitan | 5,248 | Total | null | null | null | null | null |
2 | Reduced access to hearing care | Urbanization | Metropolitan | null | For any reason | 3.3 | 0.4 | null | 0 | null |
2 | Reduced access to hearing care | Urbanization | Metropolitan | null | Due to pandemic | 2 | 0.2 | null | 0 | null |
2 | Reduced access to hearing care | Urbanization | Non-Metropolitan | 652 | Total | null | null | null | null | null |
Reduced Access to Care During COVID-19
Description
The Research and Development Survey (RANDS) is a platform designed for conducting survey question evaluation and statistical research. RANDS is an ongoing series of surveys from probability-sampled commercial survey panels used for methodological research at the National Center for Health Statistics (NCHS). RANDS estimates are generated using an experimental approach that differs from the survey design approaches generally used by NCHS, including possible biases from different response patterns and sampling frames as well as increased variability from lower sample sizes. Use of the RANDS platform allows NCHS to produce more timely data than would be possible using traditional data collection methods. RANDS is not designed to replace NCHS’ higher quality, core data collections. Below are experimental estimates of reduced access to healthcare for three rounds of RANDS during COVID-19. Data collection for the three rounds of RANDS during COVID-19 occurred between June 9, 2020 and July 6, 2020, August 3, 2020 and August 20, 2020, and May 17, 2021 and June 30, 2021. Information needed to interpret these estimates can be found in the Technical Notes. RANDS during COVID-19 included questions about unmet care in the last 2 months during the coronavirus pandemic. Unmet needs for health care are often the result of cost-related barriers. The National Health Interview Survey, conducted by NCHS, is the source for high-quality data to monitor cost-related health care access problems in the United States. For example, in 2018, 7.3% of persons of all ages reported delaying medical care due to cost and 4.8% reported needing medical care but not getting it due to cost in the past year. However, cost is not the only reason someone might delay or not receive needed medical care. As a result of the coronavirus pandemic, people also may not get needed medical care due to cancelled appointments, cutbacks in transportation options, fear of going to the emergency room, or an altruistic desire to not be a burden on the health care system, among other reasons. The Household Pulse Survey (https://www.cdc.gov/nchs/covid19/pulse/reduced-access-to-care.htm), an online survey conducted in response to the COVID-19 pandemic by the Census Bureau in partnership with other federal agencies including NCHS, also reports estimates of reduced access to care during the pandemic (beginning in Phase 1, which started on April 23, 2020). The Household Pulse Survey reports the percentage of adults who delayed medical care in the last 4 weeks or who needed medical care at any time in the last 4 weeks for something other than coronavirus but did not get it because of the pandemic. The experimental estimates on this page are derived from RANDS during COVID-19 and show the percentage of U.S. adults who were unable to receive medical care (including urgent care, surgery, screening tests, ongoing treatment, regular checkups, prescriptions, dental care, vision care, and hearing care) in the last 2 months. Technical Notes: https://www.cdc.gov/nchs/covid19/rands/reduced-access-to-care.htm#limitations
Dataset Details
- Publisher: Centers for Disease Control and Prevention
- Temporal Coverage: 2020-06-09/2021-06-30
- Geographic Coverage: US
- Last Modified: 2025-04-21
- Contact: National Center for Health Statistics ([email protected])
Source
Original data can be found at: https://www.cdc.gov/nchs/covid19/rands/reduced-access-to-care.htm
Usage
You can load this dataset using:
from datasets import load_dataset
dataset = load_dataset('HHS-Official/reduced-access-to-care-during-covid-19')
License
This dataset is licensed under https://www.usa.gov/government-works
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