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Jun 30, 2024, 9:11:02 AM6/30/24
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DDI Index is a Java/Javascript application that provides indexing and searching of XML files created in DDI (Data Documentation initiative) format. Searching and indexing is done using the Lucene search engine library. DDI Index was written by the Australian Social Science Data Archive in 2006 and is distributed under the Apache license.

With encryption at rest, DynamoDB transparently encrypts all customer data in a DynamoDB table, including its primary key and local and global secondary indexes, whenever the table is persisted to disk. (If your table has a sort key, some of the sort keys that mark range boundaries are stored in plaintext in the table metadata.) When you access your table, DynamoDB decrypts the table data transparently. You do not need to change your applications to use or manage encrypted tables.

All DynamoDB tables are encrypted. There is no option to enable or disable encryption for new or existing tables. By default, all tables are encrypted under an AWS owned key in the DynamoDB service account. However, you can select an option to encrypt some or all of your tables under a customer managed key or the AWS managed key for DynamoDB in your account.

Indianapolis is now at the intersection of a health pandemic, an economic crisis, and a racial equity crisis. Foundations, government, and nonprofits are making rapid decisions about where to allocate funding and resources to support those most impacted. Data is critical to identifying with precision where those resources are needed most to address the immediate needs of residents. It also can inform a longer-term community-wide strategy to address the underlying causes, disparities, and inequities and challenges we face as a community in the coming months and years.

The first confirmed COVID-19 case in Indiana was reported to be a Marion County resident. This individual tested positive on March 6, 2020. 1 As the number of cases in the state increased between March 10 and March 15, measures were taken to prevent the spread of the virus. Universities extended spring breaks and moved to online classes. The NBA, the NCAA, and other groups cancelled events. Libraries and other services closed. Local funders launched the Central Indiana COVID-19 Community Economic Relief Fund on March 13, 2020 to support human services organizations and the individuals and families they serve who are affected directly and indirectly by COVID-19.

Over 1,200 cases were confirmed in Marion County during March and over 4,600 more cases throughout April. The rate of new cases began to slow to 3,900 in May and 1,600 in June. Indianapolis entered stage three of its reopening plan on June 1 and stage four on June 19. On July 1, Indiana moved to stage 4.5 of its reopening plan. However, since August, there have been 3,100-4,200 new cases each month. In early August, 7.7 percent of patients tested were confirmed positive, which was higher than the target of 5 percent. By early September this had fallen to 5.3 percent, and by September 27 the seven-day positivity rate was 4.4 percent.6 7

Many of the local and federal funding mechanisms and policies put in place to provide relief to families during the pandemic have expired or soon will. The data in this report identify which communities have high utilization rates for those resources, already lack the resilience to recover from the health and economic impacts, and may experience greater challenges as a result.

In addition to the thousands of Marion County residents who have been hospitalized10 and hundreds who have died, COVID-19 resulted in many business closures11 12, leaving thousands unemployed or underemployed.13 This effects, among other things, the ability of individuals to buy food, pay for housing and utilities, access healthcare, and donate time and money to non-profits.14 The effect often is bigger for those at or near poverty. We developed an index to understand how these impacts vary by neighborhood in Indianapolis.

The SAVI COVID-19 Impact Index measures the layering effects of pre-existing vulnerabilities, health, and economic impacts of COVID-19 on residents in each ZIP code in Marion County. This is not a predictive measure, rather, it measures the known or suspected impact of COVID-19 on a given geographic area.

There are four primary components of this index. Two measure vulnerability: socioeconomic vulnerability and health vulnerability. Two measure impact: COVID-19 rates and economic impact. Each component is described briefly below followed by the final index scores.Vulnerability
Weighted as 1/3 of score

COVID-19 has effected residents of long-term care (LTC) facilities at a high rate in many cases. The COVID-19 rate in our model includes positive cases at LTC facilities, so it is important to know where the LTC facilities are located as it could influence your interpretation of the rate. Using a combination of data sources, we were able to estimate the number of positive cases at each facility and create a map showing the COVID-19 rates and the reported cases at each LTC facility. 1

In general, those ZIP codes located outside the I-465 belt have lower impact scores, with the exception of the Far East side of Indianapolis. Two in particular have scores far below the average: 46113 scores lowest with -155 and includes Camby in the southwest corner of the county, and 46259 in the southeast corner scores -115.

Those areas most impacted by COVID-19 tend to fall within the beltway, particularly north of US40/Washington Street. Two ZIP codes score much higher than average: 46222 scores 124 and includes Near West and Eagledale areas; 46218 scores highest with 158 and includes the Martindale-Brightwood area. See map below.

Click on the map to select a ZIP code and view its SAVI COVID-19 Impact Score and the component scores. Click on a component in the legend on the left to view and map the detailed variables that make up that component.

The most severe health impacts have fallen mostly Downtown and on the west and northwest sides of Indianapolis. The downtown ZIP code 46202 includes IUPUI and several hospitals as well as parts of the Near Northside and Holy Cross. The confirmed cases for residents of this area total 26.9 for every 1,000 people. (The average rate for a ZIP code is 17.8.) In 46222, which stretches from the Near Westside to Eagledale in the northwest, there are 23.8 cases per 1,000 residents. Further west, 46224 has a rate nearly as high as downtown (26.0). This ZIP code includes most of Speedway.

The area near International Marketplace (ZIP code 46224) has a rate of 22.6 cases per 1,000 residents. On the north side of Indianapolis, 46260 has a rate of 22.9 cases per 1,000 residents. This mixed-income ZIP code includes parts of Meridian Hills, Crooked Creek, and Greenbriar. While it experienced high health impacts, this ZIP code experienced average economic impacts and has average health and socioeconomic vulnerability scores.

Economic impact tends to be highest in the ZIP codes adjacent to Downtown, while for residents of Downtown itself, the economic impact appears to have been average. In 46218, the economic impact score is 252, higher than any other ZIP code. This area, which contains Martindale Brightwood, had 127.6 unemployment claims each week between March and August for every 1,000 people in the labor force. This is twice the average rate for a ZIP code. Between the first and second quarter of 2020, 46218 also had 30 more 2-1-1 calls per 1,000 residents, three times the average ZIP code. And over 10 percent of renter households applied for rental assistance. Rental assistance applications were also high on the Far Eastside. Unemployment claims were highest east and northeast of Downtown. While they were not as high in areas northwest of Downtown, the presence of many non-English speakers and undocumented workers suggests that this may be because of issues in accessing unemployment insurance rather than a true reflection of economic stability.

Health vulnerability is highest in the Near Westside, Near Eastside, and eastside ZIP codes 46218 and 46226. In 46218, all conditions we included are far above average, with the exception of cancer. An estimated 21 percent of adults have diabetes and 12 percent have COPD. One-in-five people do not have health insurance. In 46222, on the Near Westside, 15 percent of adults have diabetes, and in the Near Eastside ZIP code of 46201, 14 percent have diabetes. COPD, which is present in one-eighth of Hoosiers hospitalized for COVID-19, is estimated to be highest east, west, and south of Downtown. In 46203, which stretches from Fountain Square east to Shadeland Avenue, an estimated 11 percent of adults have COPD. 46241, including Stout Field and the airport, has a similarly high rate. Health insurance tends to be lacking in areas northwest, northeast, and south of Downtown. In 46255, which includes the Old Southside and areas west of Garfield Park, nearly 18 percent of residents lack health insurance.

ZIP code 46218 had the highest level of socioeconomic vulnerability, but areas on the east, west, and northeast sides of Indianapolis also had elevated scores. In 46218, one third of residents are in poverty, almost one fourth have a disability, and the average unemployment rate between 2014 and 2018 was 15.4 percent. In 46224, the high socioeconomic vulnerability score of 86 is driven by, among other things, a large share of non-English speakers and crowded housing. Six percent of households have more than one occupant per room, which is three times higher than the average ZIP code. Also, six percent of adults do not speak English proficiently (twice the average ZIP code).

We divided all of the Marion County ZIP codes into three groups based on low, medium, and high scores (=50, respectively) according to the COVID-19 Impact Index. We then aggregated selected socioeconomic and demographic variables for each of the three classes. ZIP codes with high impact scores tended to have more residents of color, more poverty, lower educational rates, and higher rates of disability.

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