Data as a Strategic Resource: Self-determination, Governance, and the Data Challenge for Indigenous Nations in the United States
Open accessAbstract
Data about Indigenous populations in the United States are inconsistent and irrelevant. Federal and state governments and researchers direct most collection, analysis, and use of data about U.S. Indigenous populations. Indigenous Peoples’ justified mistrust further complicates the collection and use of these data. Nonetheless, tribal leaders and communities depend on these data to inform decision making. Reliance on data that do not reflect tribal needs, priorities, and self-conceptions threatens tribal self-determination. Tribal data sovereignty through governance of data on Indigenous populations is long overdue. This article provides two case studies of the Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe and their demographic and socioeconomic data initiatives to create locally and culturally relevant data for decision making.
AI snapshot
Written from the paper’s full text.
TL;DR
The article argues that data about U.S. Indigenous populations are inconsistent, irrelevant, poor quality, mistrusted, and externally controlled, which threatens tribal self-determination. It uses two case studies—Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe—to show how community-engaged, nation-driven data collection and governance can produce trusted, relevant data for policy and resource allocation.
Key findings
- The paper identifies five critical problems with Indigenous population data: they are often inconsistent, irrelevant, poor quality, collected/used in an environment of mistrust, and controlled by external actors. It cites 2010 Census counts of 5.2 million AIAN-heritage Americans (about 2% of the U.S. population) and 567 federally recognized tribal nations as of May 2016.
- Ysleta del Sur Pueblo appended a socioeconomic survey to its annual enrollment update beginning in 2008; from 2008 to 2014 the survey had an average 90% response rate. The tribe used its data to successfully challenge HUD’s rejection of an Indian Community Development Block Grant application and win approval for the Tigua Technology Enterprise Center, and data supported an enrollment policy change from 1/8 blood quantum.
- Cheyenne River Sioux Tribe’s Voices project conducted face-to-face surveys in 2012 and 2013 with 819 families in 547 structures (150 respondents consented to voice recording). It found 47% of residents unemployed, 42% of unemployed seeking work (about 2,000 adults), and 78% participating in traditional arts and crafts microenterprise, leading to a microloan program and a workforce survey with 428 participants.
- Across both cases, community engagement, tribal control of methods/analysis/storage, and data use for internal and external decisions enhanced self-determination and governance; the authors argue data governance should begin with “What do we want to know?” rather than “What can we collect?”
Methods
- Qualitative case study design, part of a larger research project on Indigenous health and tribal data sovereignty, examining two tribal data initiatives: Ysleta del Sur Pueblo’s demographic/socioeconomic data project and Cheyenne River Sioux Tribe’s Tribal Ventures Voices Research Project.
- Data sources included a review of relevant literatures, interviews and follow-up communications with Ysleta del Sur and Cheyenne River co-researchers, additional conversations with project participants, and analysis of documents/reports produced by both tribal data projects.
- The University of Arizona Institutional Review Board approved the case study process; both tribes agreed to participate and partnered in the research from conception to publication.
Limitations
- Stated limitations: Not stated in the paper.
- Evident limitations (not stated as such): the analysis covers only two selected, successful tribal data initiatives that agreed to participate, so findings may not generalize to other tribes or contexts; the study relies on literature, interviews/conversations, and project documents/reports rather than independent outcome measurement.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
10 of 100 cited sources checked · 3 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Researchers, local, state, and federal governments, as well as for-profit and non-profit entities, create data about U.S. Indigenous nations and peoples.
“Researchers, local, state, and federal governments, as well as for and non-profit entities, create data about U.S. Indigenous nations and peoples (Bruhn, 2014;DeWeaver, 2010;Freemantle et al., 2015;Red Star Innovations, 2015;Rodriguez-Lonebear, 2016;Snipp, 2016;Tribal Epidemiology Centers, 2013).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Bruhn, 2014 source
The Other Jurisdictions section describes researchers and tribal governments collecting data in a U.S. community, and the section on the Northwest Portland Area Indian Health Board describes a tribal organization generating data about U.S. Indigenous peoples (pages not provided). The copy does not establish the claim’s full list of data creators—particularly U.S. local, state, and federal governments and for-profit entities. (LLM, conf=0.83)
Experimental — accuracy not yet measured - cites DeWeaver, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Rodriguez-Lonebear, 2016 source
The Introduction says data about tribal populations are developed by federal, state, and local governments, and “From data sovereignty to data dependence” identifies scholarly sources of Indian country data. The Introduction also mentions industry and NGOs as users of data generally, but the passages do not establish that for-profit and nonprofit entities create data about U.S. Indigenous nations and peoples. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Premisecitation
For Indigenous populations and nations, standardized data often do not exist.
“Yet for Indigenous populations and nations, standardized data often do not exist (Rodriguez-Lonebear, 2016;Snipp, 2016;Tribal Epidemiology Centers, 2013).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Rodriguez-Lonebear, 2016 source
In “From data sovereignty to data dependence,” the paper says there is no statistical standard for collecting and reporting American Indian tribal population data across U.S. agencies. This supports the claim for U.S. tribes, but the passage does not establish it for Indigenous populations and nations generally; it also points to a New Zealand tribal data standard. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Snipp, 2016 source
- cites Tribal Epidemiology Centers, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
U.S. mortality data derived from vital statistics for Indigenous Peoples are not always available for tribal jurisdictions.
“For example, U.S. mortality data derived from vital statistics for Indigenous Peoples are not always available for tribal jurisdictions (Anderson, Copeland, & Hayes, 2014;Freemantle et al., 2015).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Anderson, Copeland, & Hayes, 2014 source
The paper (section headed “RACE/ETHNICITY REPORTING ON DEATH CERTIFICATES”; page unavailable in our copy) says vital statistics can produce mortality statistics for small areas, but AI/AN racial misclassification makes them unreliable. It proposes linking death certificates with tribal membership records to improve statistics for tribal populations. It does not establish that vital-statistics mortality data are unavailable for tribal jurisdictions. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites Freemantle et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The United States collects data for monitoring and surveillance purposes.
“The United States collects data for monitoring and surveillance purposes (Rodriguez-Lonebear, 2016;Snipp, 2016).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Rodriguez-Lonebear, 2016 source
In “From data sovereignty to data dependence” (page unavailable), the paper describes federal oversight of American Indians and mandatory federal grant reporting, which supports a narrower claim about data collection for oversight. It does not describe US data collection generally as being for surveillance purposes. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites Snipp, 2016 source
The “Data about what and for what? Data content” section says settler states may collect data to monitor and surveil Indigenous communities, in a discussion of American Indians in the United States. It does not establish as a general fact that the United States collects data for that purpose; the citing sentence removes both the qualification and the population scope. No page number is available in our copy. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
Tribal use of tribal data, whether collected by the tribe or by others, lies at the heart of tribal data governance.
“Tribal use of tribal data, whether collected by the tribe or by others, lies at the heart of tribal data governance (Smith, 2016).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Smith, 2016 source
- Findingcitation
The BIA did not produce a subsequent report until the 2014 release of the 2013 report based on 2010 data.
“The BIA did not produce a subsequent report until the 2014 release of the 2013 report based on 2010 data (U.S.Department of the Interior, 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S.Department of the Interior, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
Data about Indigenous populations cannot be aggregated to levels useful for tribes, such as identifying the total population of tribal citizens or the number of tribal citizens and non-citizens in a particular geographic area.
“Data also cannot be aggregated to levels useful for tribes, such as identifying the total population of tribal citizens or the number of tribal citizens and non-citizens in a particular geographic area.”
Quote in the paperSubstantial claim - Findingcitation
BIA labor force data reporting was sometimes incomplete because of a lack of resources at the tribal level to collect and transmit data.
“Tribes submitted data to BIA, but because of a lack of resources at the tribal level to collect and transmit data reporting was sometimes incomplete (Bureau of Indian Affairs, 2008;Capriccioso, 2012;Laverdure, 2012).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Bureau of Indian Affairs, 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Capriccioso, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Laverdure, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
The ACS methodology resulted in undercounts of reservation populations: In 2010, the ACS extrapolation fell 14.8% below the 2010 U.S. Census count.
“The ACS methodology resulted in undercounts of reservation populations: In 2010, the ACS extrapolation fell 14.8% below the 2010 U.S. Census count.”
Quote in the paperNot a substantial claim - Findingreasoning
Data from the U.S. Census, administrative databases, and many surveys include self-reports of tribal affiliation, rather than tribal enrollment information or tribally designed specifications.
“As a result, the data from the U.S. Census, administrative databases, and many surveys include self-reports of tribal affiliation, rather than tribal enrollment information or tribally designed specifications.”
Quote in the paperSubstantial claim- Rests on an assumption: Tribal enrollment information or tribally designed specifications are more adequate for characterizing Indigenous populations and informing policy than self-reports of tribal affiliation.
- Findingnone given
Researchers and policymakers often failed to honor commitments related to projects and interventions.
“Often researchers and policymakers failed to honor commitments related to projects and interventions.”
Quote in the paperSubstantial claim - Findingcitation
BIA labor force data were not distributed for the years 2006 through 2009 and 2011 through 2016.
“Data were not distributed for the years 2006 through 2009 and 2011 through 2016 (U.S. Deparatment of the Interior, 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites U.S. Deparatment of the Interior, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
Data collected by the United States often inform social, health, and other community services-programs created and defined by the federal government.
“Often these data inform social, health, and other community services-programs created and defined by the federal government.”
Quote in the paperSubstantial claim - Findingreasoning
An Indigenous community may not have access to timely or detailed exposure rates.
“Complicating decision-making further, an Indigenous community may not have access to timely or detailed exposure rates.”
Quote in the paperSubstantial claim - Findingcitation
The U.S. Census Bureau, the only nationally comparable socioeconomic data source for jurisdictions including reservations, undercounts federal Indian populations to this day.
“The U.S. Census Bureau, the only nationally comparable socioeconomic data source for jurisdictions including reservations, undercounts federal Indian populations to this day (DeWeaver, 2013;Lujan, 1990;Passel, 1976;Snipp, 1989;U.S. Census Bureau, 2012).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites DeWeaver, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Lujan, 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites U.S. Census Bureau, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
BIA publication of labor force data occurred steadily from the 1980s until 2007, based on 2005 data.
“BIA publication of these data occurred steadily from the 1980s until 2007, based on 2005 data (U.S.Department of the Interior, 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S.Department of the Interior, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
In some cases, the individual completing the death certificate makes a guess as to the deceased's race.
“In some cases, the individual completing the death certificate makes a guess as to the deceased's race.”
Quote in the paperNot a substantial claim - Findingcitation
State vital statistics offices often inaccurately record race and ethnicity because it is reported by someone other than the individual or a family member.
“Compromising mortality data further, state vital statistics offices often inaccurately record race and ethnicity because it is reported by someone other than the individual or a family member (Rhoades, 2006;Westat, 2007).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Rhoades, 2006
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Westat, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Inaccuracies exist across sectors in data about Indigenous populations.
“Poor Quality Data inaccuracies exist across sectors (Cross et al., 2004;DeWeaver, 2010DeWeaver, , 2013;;Freemantle et al., 2015;Westat, 2007).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Cross et al., 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites DeWeaver, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Westat, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingnone given
Collection methods for U.S. mortality data do not allow tribes to assess rates for tribal citizens who live off the reservation.
“In addition, collection methods do not allow tribes to assess rates for tribal citizens who live off the reservation.”
Quote in the paperNot a substantial claim - Findingcitation
Rodriquez-Lonebear (2016) identified 10 data sources for tribes, from the U.S. Census to Indian Health Service to state and county agencies to tribal enrollment data.
“In her research, Rodriquez-Lonebear (2016) identified 10 data sources for tribes, from the U.S. Census to Indian Health Service to state and county agencies to tribal enrollment data.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rodriquez-Lonebear, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Voices collected data on employment in categories that the federal government does not assess, such as participation in the arts microenterprise sector.
“Voices collected data on employment in categories that the federal government does not assess, such as participation in the arts microenterprise sector.”
Quote in the paperSubstantial claim - Findingcitation
78% of those surveyed by Voices participated in traditional arts and crafts sales enterprises as individuals or in groups of five or fewer people.
“78% of those surveyed by Voices participated in traditional arts and crafts sales enterprises as individuals or in groups of five or fewer people”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Cheyenne River needed timelier data aggregated at the reservation level that included locally and culturally relevant variables.
“Cheyenne River needed timelier data aggregated at the reservation level that included locally and culturally relevant variables”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Voices revealed that 47% of Cheyenne River residents were unemployed.
“Voices revealed that 47% of Cheyenne River residents were unemployed”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
The Census Bureau data, derived from the 2000 census, failed to reflect the serious downturn in the pueblo's economy after the 2002 closure of the Ysleta del Sur gaming operations.
“the Census Bureau data, derived from the 2000 census, failed to reflect the serious downturn in the pueblo's economy that had occurred after the 2002 closure of the Ysleta del Sur gaming operations”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Gover, 2002
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites National Indian Law Library, n.d.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
Ysleta del Sur filed a challenge to the HUD ruling stating that the Census Bureau and BIA data HUD used was incorrect and lacked critical variables.
“Ysleta del Sur filed a challenge to the HUD ruling stating that the Census Bureau and BIA data HUD had used to make its determination was incorrect and lacked critical variables.”
Quote in the paperNot a substantial claim - Findingcitation
Based on Ysleta del Sur's data to support its appeal, HUD approved the project.
“Based on Ysleta del Sur's data to support its appeal, HUD approved the project”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Office of Native American Programs, Office of Public and Indian Housing, U.S. Department of Housing and Urban Development, 2011
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
42% of those unemployed were seeking employment.
“42% of those unemployed were seeking employment”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
The Cheyenne River Tribal Ventures initiated the Voices research project to collect baseline demographic and socioeconomic data to meet the tribe's needs.
“The Cheyenne River Tribal Ventures initiated the Voices research project to collect baseline demographic and socioeconomic data to meet the tribe's needs”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2015b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
Ysleta del Sur determined needs, methods, analyses, reporting, storage, and use of these data.
“Ysleta del Sur determined needs, methods, analyses, reporting, storage, and use of these data.”
Quote in the paperSubstantial claim - Findingreasoning
As a result of the experience collecting socioeconomic data, Ysleta del Sur initiated other data initiatives to support strategic decisions.
“As a result of the experience collecting socioeconomic data, Ysleta del Sur initiated other data initiatives to support strategic decisions.”
Quote in the paperNot a substantial claim - Findingreasoning
As a result of the 2008 profile, Ysleta del Sur decided to collect demographic and socioeconomic data annually through the enrollment process.
“As a result, Ysleta del Sur decided to collect demographic and socioeconomic data annually through the enrollment process.”
Quote in the paperNot a substantial claim - Findingcitation
The data used by HUD did not reflect movement of needy tribal members onto the reservation with the construction of new low-income housing as a result of a previous HUD grant.
“the data used by HUD did not reflect movement of needy tribal members onto the reservation with the construction of new low-income housing as a result of a previous HUD grant”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Joseph, 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
The resultant Ysleta del Sur Pueblo 2008 Socio Economic Profile provided up-to-date information that was either previously only available from the 2000 U.S. Census or not available at all.
“The resultant Ysleta del Sur Pueblo 2008 Socio Economic Profile provided up-to-date information that was either previously only available from the 2000 U.S. Census or not available at all (Ysleta del Sur Pueblo, 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
The pueblo's youth, citizens, and leaders were educated on nation building strategies.
“the pueblo's youth, citizens, and leaders were educated on nation building strategies”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2015c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
The strategies to achieve the pueblo's goals were based on data collected and analyzed by the pueblo.
“The strategies to achieve these goals were based on data-socioeconomic, financial, and othercollected and analyzed by the pueblo.”
Quote in the paperNot a substantial claim - Findingown data
The survey found that the three training areas most desired by those currently unemployed are bookkeeping and accounting, resume writing, and commercial driver's-license training.
“the survey found that the three training areas most desired by those currently unemployed are bookkeeping and accounting, resume writing, and commercial driver's-license training”
Quote in the paperNot a substantial claim - Findingown data
Using its socioeconomic data, Ysleta del Sur successfully applied for and received funding from HUD's Indian Community Development Block Grant program.
“Using its socioeconomic data, Ysleta del Sur successfully applied for and received funding from the U.S. Housing and Urban Development's (HUD) Indian Community Development Block Grant program.”
Quote in the paperNot a substantial claim - Findingcitation
Seven years after adopting the Development Strategy, Ysleta del Sur can demonstrate through data that the strategies were successful.
“Seven years after adopting the Development Strategy, Ysleta del Sur can demonstrate through data that the strategies were successful”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2015c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
New jobs were created through the development corporation.
“new jobs were created through the development corporation”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2015c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
Initially, HUD rejected the pueblo's application based on U.S. Census Bureau and BIA data indicating the project would not primarily benefit low- and moderate-income persons on the reservation.
“Initially, HUD rejected the pueblo's application based on U.S. Census Bureau and BIA data that indicated that the project would not primarily benefit low-and moderate-income persons on the reservation.”
Quote in the paperSubstantial claim - Findingnone given
The Cheyenne River tribe has a Tribal Research Review Board ordinance in the approval process.
“The tribe has a Tribal Research Review Board ordinance in the approval process, and Voices staff members have begun conversations with leadership and departments about improving data stewardship and management.”
Quote in the paperNot a substantial claim - Findingreasoning
In 2007, Ysleta del Sur recognized shortcomings of the U.S. Census Bureau's 2000 decennial census-data used by the tribe, the federal government, and others to set policy, design programs, and allocate resources.
“In 2007, Ysleta del Sur recognized shortcomings of the U.S. Census Bureau's 2000 decennial census-data used by the tribe, the federal government, and others to set policy, design programs, and allocate resources.”
Quote in the paperNot a substantial claim - Findingreasoning
Voices data aid Cheyenne River in knowing who lives in what dwellings, who works where with what skills, and who takes care of children, among many other pertinent issues.
“Voices data aid Cheyenne River in knowing who lives in what dwellings, who works where with what skills, and who takes care of children, among many other pertinent issues.”
Quote in the paperSubstantial claim - Findingnone given
Cheyenne River produced workforce and employment data that illustrated a previously undocumented vibrant traditional arts and crafts sector.
“Cheyenne River produced workforce and employment data that illustrated a previously undocumented vibrant traditional arts and crafts sector.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Data about U.S. Indigenous nations and peoples gathered and administered for purposes defined by others rarely meet tribes' data needs because existing data cannot be aggregated in ways meaningful to tribes.
“Gathered and administered for purposes defined by others, this information rarely meets tribes' data needs in two important ways: a. Data do not exist to inform tribal needs, and b.Existing data cannot be aggregated in ways meaningful to tribes.”
Quote in the paperSubstantial claim - Premisecitation
Indigenous individuals and communities are often mistrustful of participating in or supporting data collection, not least because data on Indigenous Peoples have long been used in ways that Indigenous Peoples do not support.
“Indigenous individuals and communities are often mistrustful of participating in or supporting data collection, not least because data on Indigenous Peoples have long been used in ways that Indigenous Peoples do not support (Beauvais & Trimble, 1992;Christopher, 2005;Cochran et al., 2008;Manson, Garroutte, Goins, & Henderson, 2004).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationreasoning
Without adequate and timely information, communities cannot make informed decisions about maintaining cultural practices and roles related to the procurement, processing, and consumption of that food.
“Without adequate and timely information, communities cannot make informed decisions about maintaining cultural practices and roles related to the procurement, processing, and consumption of that food.”
Quote in the paperSubstantial claim - Interpretationreasoning
The net effect of external control of Indigenous data is a complicated data landscape in which tribes must make policy decisions.
“In sum, the net effect of external control of Indigenous data is a complicated data landscape in which tribes must make policy decisions.”
Quote in the paperSubstantial claim - Interpretationreasoning
Researcher and policymaker ignorance or disrespect for Indigenous cultural practices, beliefs, and knowledge during research and other information gathering efforts led to community distrust of data and data collection processes.
“Further, researcher and policymaker ignorance or disrespect for Indigenous cultural practices, beliefs, and knowledge during research and other information gathering efforts led to community distrust of data and data collection processes.”
Quote in the paperSubstantial claim - Premisenone given
Tribal leaders and communities depend on data about U.S. Indigenous populations to inform decision making.
“Nonetheless, tribal leaders and communities depend on these data to inform decision making.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Non-tribal data sources rarely inform critical issues such as contaminant exposure from traditional foods.
“Non-tribal data sources rarely inform critical issues such as these.”
Quote in the paperSubstantial claim - Interpretationreasoning
The information collected, analysis methods, and data use by the United States reflect federal government priorities.
“Either way, the information collected, analysis methods, and data use reflect federal government priorities.”
Quote in the paperSubstantial claim - Interpretationnone given
Data collected by the United States sometimes support less benign efforts to surveil and control populations.
“Sometimes these data support less benign efforts to surveil and control populations.”
Quote in the paperSubstantial claim - Premisecitation
The Indian Employment, Training, and Related Services Demonstration Act of 1992 mandated at least biennial reporting of BIA labor force data on the U.S. Indigenous population eligible for services from the U.S. Department of the Interior.
“For example, the Indian Employment, Training, and Related Services Demonstration Act of 1992 (1992) mandated at least biennial reporting of BIA labor force data on the U.S. Indigenous population eligible for services from the U.S. Department of the Interior.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Indian Employment, Training, and Related Services Demonstration Act of 1992 (1992)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Data by and for Indigenous nations that empower Indigenous nations to transform their communities are missing.
“Missing are the data-by and for Indigenous nations-that empower Indigenous nations to transform their communities.”
Quote in the paperSubstantial claim - Interpretationreasoning
The inability to aggregate data in ways useful for tribes results from the plethora of tribal identifiers used by data sources.
“The inability to aggregate in such ways results from the plethora of tribal identifiers used by data sources.”
Quote in the paperSubstantial claim - Premisereasoning
Data collection in Indian country was driven by the administrative needs of federal agencies, not by the governmental needs of Indigenous nations.
“Data collection in Indian country was driven by the administrative needs of federal agencies, not by the governmental needs of Indigenous nations.”
Quote in the paperSubstantial claim - Interpretationcitation
Almost a century later, the problem of lack of accurate statistics about Indigenous populations persists.
“Almost a century later, this problem persists.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Tribal citizens may be at increased risk from contaminant exposure due to higher intake of traditional foods.
“Tribal citizens may be at increased risk from contaminant exposure due to higher intake of traditional foods.”
Quote in the paperSubstantial claim - Interpretationreasoning
Most data available to tribes are irrelevant for tribal use.
“Most data available to tribes are irrelevant for tribal use.”
Quote in the paperSubstantial claim - Premisenone given
Since the beginning of U.S. colonization, the federal government and other outsiders have defined metrics and measurements and collected socioeconomic and health information from and about tribes.
“For example, since the beginning of U.S. colonization, the federal government and other outsiders have defined metrics and measurements and collected socioeconomic and health information from and about tribes.”
Quote in the paperSubstantial claim - Interpretationreasoning
Ysleta del Sur's data collection efforts differed from those of the U.S. Census Bureau, research projects conceived outside of the community, and large national surveys.
“These data collections efforts differed from those of the U.S. Census Bureau, research projects conceived outside of the community, and large national surveys.”
Quote in the paperSubstantial claim - Premisecitation
The Cheyenne River reservation suffers from poverty.
“The Cheyenne River reservation suffers from poverty.”
Quote in the paperSubstantial claim - Premisecitation
A number of U.S. Indigenous nations have built or are now building technical capacities and partnerships designed to meet tribes' data needs and support their strategic visions.
“A number of U.S. Indigenous nations have built or are now building technical capacities and partnerships designed to meet tribes' data needs and support their strategic visions (Berry, 2009;Champagne, 2012;Cornell & Kalt, 2007;Cross et al., 2004;Edwards, Morris, & RedThunder, 2009;Galloway, 1995;Harvard Project on American Indian Economic Development, 2006;Krepps & Caves, 1994;Wakeling, Jorgensen,”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Berry, 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Cornell & Kalt, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Cross et al., 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Voices community engagement was successful in building community trust in the research.
“Voices community engagement was successful in building community trust in the research that gathered the many voices of community members that otherwise may not have come together.”
Quote in the paperNot a substantial claim - Study design and conductnone given
Ysleta del Sur does not approach each data project in isolation; rather, it collaborates with other entities to validate questionnaires, develop methods, and conduct analyses.
“The pueblo does not approach each data project in isolation.Rather, Ysleta del Sur collaborates with other entities to validate questionnaires, develop methods, and conduct analyses.”
Quote in the paperNot a substantial claim - Premisecitation
Positioned within an Indigenous rights framework and deriving from tribes' inherent rights to govern their peoples, lands, and resources, Indigenous nations are asserting their rights to the information about their nations, communities, and citizens.
“Positioned within an Indigenous rights framework and deriving from tribes' inherent rights to govern their peoples, lands, and resources, Indigenous nations are asserting their rights to the information about their nations, communities, and citizens (Kukutai & Taylor, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kukutai & Taylor, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Internationally, such as in Australia, Canada, and New Zealand, efforts to respond to tribal data priorities by national statistics offices, regional or intertribal data initiatives, and tribal capacity and capability building abound.
“Internationally, such as in Australia, Canada, and New Zealand, efforts to respond to tribal data priorities by national statistics offices, regional or intertribal data initiatives, and tribal capacity and capability building abound (Kukutai & Taylor, 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kukutai & Taylor, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductcitation
The Ysleta del Sur Economic Development Department, enrollment office, and citizens designed and validated the research methodology in partnership with the Institute for Policy and Economic Development at the University of Texas at El Paso.
“The Ysleta del Sur Economic Development Department, enrollment office, and citizens designed and validated the research methodology in partnership with the Institute for Policy and Economic Development at the University of Texas at El Paso (Ysleta del Sur Pueblo, 2008, 2010, 2012b, 2012c).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2008, 2010, 2012b, 2012c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductcitation
The Voices project used expertise in demography and survey methodology from Colorado State University to create a reliable and valid survey and data collection process.
“The Voices project used expertise in demography and survey methodology from Colorado State University to create a reliable and valid survey and data collection process”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
U.S. tribes have begun to interact with and embrace Indigenous data sovereignty and data governance as a means to assert their rights to create data by and for their nations and peoples.
“As we show with two case studies here, U.S. tribes have begun to interact with and embrace Indigenous data sovereignty and data governance as a means to assert their rights to create data by and for their nations and peoples.”
Quote in the paperSubstantial claim- Rests on an assumption: The two case studies of Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe are representative enough to support general conclusions about U.S. tribes embracing Indigenous data sovereignty and data governance.
- Premisecitation
Iwis (tribes) themselves have exerted control over the data about their peoples, environments, and businesses.
“In addition, iwis (tribes) themselves have exerted control over the data about their peoples, environments, and businesses (Hudson, Farrar, & McLean, 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hudson, Farrar, & McLean, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
Indigenous data sovereignty and governance of data for and about U.S. Indigenous nations and peoples ensures the purposeful collection and use of data to advance Indigenous aspirations for collective and individual wellbeing.
“Indigenous data sovereignty and governance of data for and about U.S. Indigenous nations and peoples ensures the purposeful collection and use of data to advance Indigenous aspirations for collective and individual wellbeing (Rodriguez-Lonebear, 2016;Rodriguez-Lonebear & Rainie, 2016;Te Mana Raraunga, 2016).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Rodriguez-Lonebear, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Rodriguez-Lonebear & Rainie, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Te Mana Raraunga, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
These data enhanced self-determination and governance through up-to-date, valid information on which the pueblo established culturally relevant economic priorities, strategic orientation, policies, and programs.
“These data enhanced self-determination and governance through up-to date, valid information on which the pueblo established culturally relevant economic priorities, strategic orientation, policies, and programs.”
Quote in the paperSubstantial claim - Interpretationreasoning
The success of the Ysleta del Sur socioeconomic profile hinged on community engagement and empowerment.
“The success of the socioeconomic profile hinged on community engagement and empowerment.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
Citizens and leaders played a large role in the development of data collection instruments and methods at Ysleta del Sur.
“Citizens and leaders played a large role in the development of data collection instruments and methods.”
Quote in the paperNot a substantial claim - Premisecitation
Indigenous nations in the United States have voiced the need for similar tribal control of data.
“Indigenous nations in the United States have voiced the need for similar tribal control of data (National Congress of American Indians, 2016;Red Star Innovations, 2015).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites National Congress of American Indians, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Red Star Innovations, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Māori in Aotearoa (New Zealand) launched a national effort to assert sovereignty over information about Māori via the Te Mana Raraunga-Māori Data Sovereignty Network.
“Māori in Aotearoa (New Zealand) launched a national effort to assert sovereignty over information about Māori via the Te Mana Raraunga-Māori Data Sovereignty Network (Te Mana Raraunga, 2016).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Te Mana Raraunga, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
At Ysleta del Sur, critical demographic and socioeconomic data, once solely gathered and used mainly by outsiders, are now collected and analyzed under Ysleta del Sur control.
“At Ysleta del Sur, critical demographic and socioeconomic data, once solely gathered and used mainly by outsiders, are now collected and analyzed under Ysleta del Sur control.”
Quote in the paperSubstantial claim - Interpretationreasoning
The current data describing tribal communities and Indigenous populations in the United States today do not meet the needs of tribal governments and communities engaged in creating policies and programs to bring alive the tribal visions of healthy, vibrant, culturally-rich, and sustainable societies.
“The current data describing tribal communities and Indigenous populations in the United States today do not meet the needs of tribal governments and communities engaged in creating policies and programs to bring alive the tribal visions of healthy, vibrant, culturally-rich, and sustainable societies.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The Voices research processes and the move toward creating a Tribal Research Review Board are the first steps toward a comprehensive data governance plan.
“The Voices research processes and the move toward creating a Tribal Research Review Board are the first steps toward a comprehensive data governance plan.”
Quote in the paperSubstantial claim - Interpretationreasoning
The two tribal data initiatives summarized in these case accounts demonstrate that community-based, nation-driven strategic data initiatives can yield previously unavailable information for policy decisions and resource allocation.
“The two tribal data initiatives summarized in these case accounts demonstrate that community-based, nation-driven strategic data initiatives can yield previously unavailable information for policy decisions and resource allocation.”
Quote in the paperSubstantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
- Interpretationreasoning
The Ysleta del Sur and Cheyenne River data initiatives indicate that as Indigenous nations increasingly exert sovereignty over their data and begin to govern their information, the data become more relevant and consistent.
“The Ysleta del Sur and Cheyenne River data initiatives included in this article as well as the tribal innovations shared above indicate that as Indigenous nations increasingly exert sovereignty over their data and begin to govern their information, the data become more relevant and consistent.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Both initiatives are examples of Indigenous nations asserting data sovereignty.
“Both initiatives are examples of Indigenous nations asserting data sovereignty.”
Quote in the paperSubstantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
- Interpretationreasoning
As a result tribal citizens, the federal government, and others trust the tribes collection, analysis, and use of the data to inform policy and allocate resources.
“As a result tribal citizens, the federal government, and others trust the tribes collection, analysis, and use of the data to inform policy and allocate resources.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The Ysleta del Sur and Cheyenne River population data projects illustrate that tribes can address the five critical problems with Indigenous population data by producing consistent, relevant, high quality data controlled by the tribe.
“The Ysleta del Sur and Cheyenne River population data projects illustrate that tribes can address the five critical problems with Indigenous population data by producing consistent, relevant, high quality data controlled by the tribe.”
Quote in the paperSubstantial claim - Interpretationreasoning
These changes lead to better quality data for all data users, from tribal governments to non-profit entities to the federal government.
“These changes lead to better quality data for all data users, from tribal governments to non-profit entities to the federal government.”
Quote in the paperNot a substantial claim
- May combine two claims. 35
- Classified as probably not a substantial claim. 53
May combine two claims.
InterpretationcitationThe use of self-reports of tribal affiliation rather than tribal enrollment information or tribally designed specifications inadequately characterizes populations and insufficiently informs policy and resource allocation decisions.
“This inadequately characterizes populations and insufficiently informs policy and resource allocation decisions (Bruhn, 2014;Cross et al., 2004;DeWeaver, 2010DeWeaver, , 2013;;Freemantle et al., 2015;Red Star Innovations, 2013;Rodriguez-Lonebear, 2016;Snipp, 2016;Todd, 2012;Westat, 2007).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Bruhn, 2014 source
In “The Lingering Effects of Colonialism” (page unavailable), Bruhn says externally imposed data can be of limited use for First Nations and government administrators and may not reflect community priorities. The discussion of the Northwest Portland Area Indian Health Board (page unavailable) also says incomplete or inaccurate tribe-specific data hindered health-service decisions. The copy does not establish the claimed comparison between self-reported tribal affiliation, tribal enrollment information, and tribally designed specifications. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites Cross et al., 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Westat, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Rests on an assumption: Tribal enrollment information or tribally designed specifications are more adequate for characterizing Indigenous populations and informing policy than self-reports of tribal affiliation.
Probably not a substantial claim: may not pass S2 (checkable).
PremisecitationIndigenous nation data governance represents the comprehensive process by which tribes address the collection, ownership, control, and application of their data.
“Indigenous nation data governance represents the comprehensive process by which tribes address the collection, ownership, control, and application of their data (Bruhn, 2014).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Bruhn, 2014 source
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationThe Department of the Interior cited inconsistencies and misunderstandings in reporting requirements and survey methodology errors as the reasons for the gap in BIA reporting.
“The Department of the Interior cited inconsistencies and misunderstandings in reporting requirements and survey methodology errors as the reasons for the gap in reporting (Bureau of Indian Affairs, 2008;Capriccioso, 2012;Laverdure, 2012).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Bureau of Indian Affairs, 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Capriccioso, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Laverdure, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
FindingcitationIn the Havasupai incident, researchers obtained consent and collected blood samples from Havasupai tribal citizens in Arizona to study the genetics of diabetes, then used these blood samples for purposes not listed on the consent form, such as analyzing the genetics of schizophrenia, and shared the data publicly as well as with personnel outside the research study, which violated the trust between
“In a contemporary incident, researchers obtained consent and collected blood samples from Havasupai tribal citizens in Arizona to study the genetics of diabetes.Researchers then used these blood samples for purposes not listed on the consent form, such as analyzing the genetics of schizophrenia, and shared the data publicly as well as with personnel outside the research study, which violated the”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Cochran et al., 2008 source
- cites Shaffer, 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationAt the advice of an American Indian Advisory Committee, the U.S. Census Bureau implemented a comprehensive enumeration on reservations by oversampling households in reservation communities for the 2000 U.S. Census.
“At the advice of an American Indian Advisory Committee, the Bureau implemented a comprehensive enumeration on reservations by oversampling households in reservation communities for the 2000 U.S. Census (Maury & Pemberton, 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Maury & Pemberton, 2009
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationThe U.S. Census Bureau implemented changes to the ACS in 2011 to address issues of small sample size; the impact of these changes is yet uncertain.
“The U.S. Census Bureau implemented changes to the ACS in 2011 to address issues of small sample size; the impact of these changes is yet uncertain-only the 2016 aggregated 5-year report will assess the impact of the 2011 change (DeWeaver, 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites DeWeaver, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingnone givenData are only shared with community members in technical language that is difficult to understand or not returned at all.
“In large part, data are only shared with community members in technical language that is difficult understand or not returned at all.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe ACS sample size each year is smaller than the previous long-form U.S. Census sample size; the ACS samples fewer than four million individuals per year while the 2000 U.S. Census long-form sampled 17.5 million.
“For example, the sample size each year is smaller than the previous long-form U.S. Census sample size; the ACS samples fewer than four million individuals per year while the 2000 U.S. Census long-form sampled 17.5 million.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationThese 10 data sources had no less than seven ways of identifying tribes; four used U.S. Census self-report questions, and six others utilized sources that varied from Certificate Degree of Indian Blood from the Bureau of Indian Affairs to blood quantum to lineal descent.
“These 10 data sources had no less than seven ways of identifying tribes.Four used U.S. Census self-report questions.Six others utilized sources that varied form Certificate Degree of Indian Blood from the Bureau of Indian Affairs to blood quantum to lineal descent.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rodriquez-Lonebear, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
FindingcitationThe 2014 BIA report changed methodologies by combining tribally submitted data with U.S. Census data, stopped collecting some information, added information, and altered how tribes had to report other information.
“Compared to previous reports, the 2014 release changed methodologies by combining tribally submitted data with U.S. Census data.The report also stopped collecting some information, added information, and altered how tribes had to report other information.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites U.S.Department of the Interior, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationDuring the 1980 and 1990 U.S. Census processes, the Bureau attempted to improve their data on Indigenous Peoples by directly contacting tribal governments to share information about the decennial Census process.
“During the 1980 and 1990 U.S. Census processes, the Bureau attempted to improve their data on Indigenous Peoples by directly contacting tribal governments to share information about the decennial Census process (U.S. Census Bureau, 2007).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Census Bureau, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationThe 2000 U.S. Census recorded the median household income of about $22,100 on the Cheyenne River reservation.
“The 2000 U.S. Census recorded the median household income of about $22,100”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Census Bureau, n.d.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationIn 2005, the BIA reported 88% unemployment on the Cheyenne River reservation.
“in 2005, the BIA reported 88% unemployment on the reservation”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites U.S. Department of the Interior, 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
FindingcitationThe housing inventory was augmented making affordable housing more available for citizens.
“the housing inventory was augmented making affordable housing more available for citizens”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2015c
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingreasoningYsleta del Sur leaders decided that community engagement was key to developing a comprehensive land-use plan for the community.
“Ysleta del Sur leaders decided that community engagement was key to developing a comprehensive land-use plan for the community.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationThe Cheyenne River 2006 to 2016 poverty reduction plan, A Path for Our People, in partnership with the Northwest Area Foundation, seeks to create sustainable partnerships and strategies to address poverty on the Cheyenne River reservation.
“The Cheyenne River 2006 to 2016 poverty reduction plan, A Path for Our People, in partnership with the Northwest Area Foundation, seeks to create sustainable partnerships and strategies to address poverty on the Cheyenne River reservation”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2015a, n.d.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationWith a reservation population over 10,000, this translates to approximately 2,000 adults seeking work, documenting the great need for jobs on the reservation.
“With a reservation population over 10,000, this translates to approximately 2,000 adults seeking work, documenting the great need for jobs on the reservation”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenFrom 2008 to 2014, the Ysleta del Sur survey had an average 90% response rate.
“From 2008 to 2014, the survey had an average 90% response rate.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingcitationThe Ysleta del Sur land-use plan discusses non-Indigenous uses for lands and describes the relationships between people and the land, individuals' roles in the community, and the importance of land for cultural continuity.
“As a result, the land-use plan discusses non-Indigenous uses for lands and describes the relationships between people and the land, individuals' roles in the community, and the importance of land for cultural continuity (Ysleta del Sur Pueblo, 2012a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2012a
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
FindingcitationThe data helped to justify a microloan program from the tribe's community development fund to support the arts and crafts producers and to assist the artists in creating small businesses.
“The data helped to justify a microloan program from the tribe's community development fund to support the arts and crafts producers and to assist the artists in creating small businesses”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2011b, 2015e
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenIn 2008, Ysleta del Sur implemented its Comprehensive Economic Development Strategy.
“In 2008, Ysleta del Sur implemented its Comprehensive Economic Development Strategy (hereafter, Development Strategy).”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationYsleta del Sur provided HUD with the pueblo's 2010 socioeconomic profile data and information about the survey design and methodology.
“Ysleta del Sur provided HUD with the pueblo's 2010 socioeconomic profile data, as well as information about the survey design and methodology”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2012b
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Findingnone givenBased on a review of the literature, the paper identified five critical problems with Indigenous population data today.
“Based on a review of the literature, we have identified five critical problems with Indigenous population data today.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
FindingreasoningNon-profits and others validated and trusted these data, providing much needed resources to develop the sector.
“Non-profits and others validated and trusted these data, providing much needed resources to develop the sector.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenVoices staff members have begun conversations with leadership and departments about improving data stewardship and management.
“The tribe has a Tribal Research Review Board ordinance in the approval process, and Voices staff members have begun conversations with leadership and departments about improving data stewardship and management.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingnone givenThe census data failed to reflect the serious decline in the pueblo's economy triggered by the State of Texas' 2002 closure of the Ysleta del Sur's gaming operations.
“The census data failed to reflect the serious decline in the pueblo's economy triggered by the State of Texas' 2002 closure of the Ysleta del Sur's gaming operations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenVoices also generated interest in tribal regulation and governance of research and data and in research as an activity by and for Cheyenne River people.
“Voices also generated interest in tribal regulation and governance of research and data and in research as an activity by and for Cheyenne River people.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Findingnone givenIn the face of poor quality socioeconomic data as a result of shifting economic conditions, Ysleta del Sur collected and used their own data to successfully challenge HUDs reliance on U.S. Census data.
“In the face of poor quality socioeconomic data as a result of shifting economic conditions, Ysleta del Sur collected and used their own data to successfully challenge HUDs reliance on U.S. Census data.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenData about Indigenous populations in the United States are inconsistent and irrelevant.
“Data about Indigenous populations in the United States are inconsistent and irrelevant.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe 1928 Meriam Report cited the lack of accurate statistics about Indians as a major problem and suggested the need for additional questions to better reflect the population.
“In 1928, the Meriam Report cited the lack of accurate statistics about Indians as a major problem and suggested the need for additional questions to better reflect the population (Lewis Meriam and Associates, 1928).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Lewis Meriam and Associates, 1928
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenFederal and state governments and researchers direct most collection, analysis, and use of data about U.S. Indigenous populations.
“Federal and state governments and researchers direct most collection, analysis, and use of data about U.S. Indigenous populations.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationLack of consistent and relevant data that meets the needs and visions of Indigenous nations limits the ability of policymakers to make informed decisions, thereby hampering tribal self-determination and capable governance.
“Lack of consistent and relevant data that meets the needs and visions of Indigenous nations limits the ability of policymakers to make informed decisions, thereby hampering tribal self-determination and capable governance (Cross et al., 2004;DeWeaver, 2013;Freemantle et al., 2015;Rodriguez-Lonebear, 2016;Snipp, 2016).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Cross et al., 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites DeWeaver, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Rodriguez-Lonebear, 2016 source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIndigenous nations may have far different information needs that reflect Indigenous perceptions of vibrant, sustainable communities and nations.
“Indigenous nations may have far different information needs that reflect Indigenous perceptions of vibrant, sustainable communities and nations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe U.S. Census Bureau and tribes have taken a number of steps to improve census counts.
“The U.S. Census Bureau and tribes have taken a number of steps to improve census counts.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningExternal control of data leads to inconsistent and irrelevant U.S. Indigenous population data, and Indigenous Peoples' mistrust of data.
“External control of data leads to inconsistent and irrelevant U.S. Indigenous population data, and Indigenous Peoples' mistrust of data.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenIndigenous Peoples' justified mistrust complicates the collection and use of data about U.S. Indigenous populations.
“Indigenous Peoples' justified mistrust further complicates the collection and use of these data.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe comprehensive enumeration on reservations for the 2000 U.S. Census enhanced tribal data and statistical reports.
“This process enhanced tribal data and statistical reports.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationWith the migration to collecting socioeconomic data using the American Community Survey (ACS) after the 2000 U.S. Census, the U.S. Census Bureau lost ground in their pursuit of improved socio-economic data.
“However, with the migration to collecting socioeconomic data using the American Community Survey (ACS) after the 2000 U.S. Census, the U.S. Census Bureau lost ground in their pursuit of improved socio-economic data (DeWeaver, 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites DeWeaver, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S4 (based).
InterpretationreasoningReliance on data that do not reflect tribal needs, priorities, and self-conceptions threatens tribal self-determination.
“Reliance on data that do not reflect tribal needs, priorities, and self-conceptions threatens tribal self-determination.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenContaminant exposure calculations and guidelines are based on mainstream consumption rates.
“Contaminant exposure calculations and guidelines are based on mainstream consumption rates.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationInconsistent data on Indigenous populations in the U.S. are largely collected by the U.S. Census Bureau, federal and state agencies, tribes, and other entities.
“Inconsistent Data on Indigenous populations in the U.S. are largely collected by the U.S. Census Bureau, federal and state agencies, tribes, and other entities (Cross et al., 2004;DeWeaver, 2010DeWeaver, , 2013;;Freemantle et al., 2015;Todd, 2012;Westat, 2007).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Cross et al., 2004
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites DeWeaver, 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Westat, 2007
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationChanges in BIA reporting make it difficult for tribes to rely on these data for decision-making and effectively prohibit analysis of changes over time.
“Such changes make it difficult for tribes to rely on these data for decision-making and effectively prohibit analysis of changes over time (U.S.Department of the Interior, 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites U.S.Department of the Interior, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningData about U.S. Indigenous nations and peoples gathered and administered for purposes defined by others rarely meet tribes' data needs because data do not exist to inform tribal needs.
“Gathered and administered for purposes defined by others, this information rarely meets tribes' data needs in two important ways: a. Data do not exist to inform tribal needs, and b.Existing data cannot be aggregated in ways meaningful to tribes.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenA data revolution is afoot in Indigenous nations and communities worldwide.
“A data revolution is afoot in Indigenous nations and communities worldwide.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe U.S. federal government no longer issues reports on Indigenous populations with the same consistency as before, or at all.
“Where once the U.S. government and others reported data regularly-such as the biennial Bureau of Indian Affairs (BIA) labor force reports, Indian Health Service (IHS) statistics every two to three years, Bureau of Justice Statistics (BJS) annual data on American Indians and crime-the federal government no longer issues those reports with the same consistency or at all (Shalala, Trujillo, Harry, Sk”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Shalala, Trujillo, Harry, Skupien, & D'Angelo, 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites U.S. Department of Health and Human Services, 2001, 2004, 2008, 2009, 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites U.S. Department of Justice, 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA master's-level data specialist employed by Ysleta del Sur and University of Texas El Paso consultants brought Western scientific knowledge about sociology and economics to the process.
“A master's-level data specialist employed by the Ysleta del Sur and University of Texas El Paso consultants brought Western scientific knowledge about sociology and economics to the process.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA committee composed of community members, leaders, and department heads provided guidance to the Ysleta del Sur Economic Development Department staff.
“A committee composed of community members, leaders, and department heads provided guidance to the Economic Development Department staff.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningIndigenous nations have begun asserting Indigenous data sovereignty and instituting governance over their data.
“Indigenous nations have begun asserting Indigenous data sovereignty and instituting governance over their data.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTo meet the Development Strategy goals, Ysleta del Sur needed demographic and socioeconomic data to establish a baseline, monitor progress toward objectives, and implement changes as needed.
“To meet the Development Strategy goals, Ysleta del Sur needed demographic and socioeconomic data to establish a baseline, monitor progress toward objectives, and implement changes as needed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThe research employed a random, stratified, disproportionate sample; researchers contacted every fourth house in each reservation community and surveyed up to five families per structure.
“The research employed a random, stratified, disproportionate sample; researchers contacted every fourth house in each reservation community and surveyed up to five families per structure”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe project's principal investigator and advisory committee reviewed and approved each analysis.
“The project's principal investigator and advisory committee reviewed and approved each analysis”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationThe Development Strategy vision of economic development fostered cultural preservation and improved quality of life.
“The Development Strategy vision of economic development fostered cultural preservation and improved quality of life.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gomez et al., 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningInherent in Indigenous nations' rights to the information is the implied responsibility to govern data.
“Inherent in Indigenous nations' rights to the information is the implied responsibility to govern data.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningThe Ysleta del Sur Economic Development Department gathered citizen input through focus groups and planning sessions, and held community meetings to educate citizens and descendants on data terminology, explain how Ysleta del Sur's data differs from and expands on other available data, and share how Ysleta del Sur's government uses the data to make decisions.
“The department gathered citizen input through focus groups and planning sessions, and held community meetings to educate citizens and descendants on data terminology, to explain how Ysleta del Sur's data differs from and expands on other available data, and to share how Ysleta del Sur's government uses the data to make decisions.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe Ysleta del Sur department's director, an Ysleta del Sur citizen, contributed community and cultural knowledge as well as management and business expertise.
“The department's director, an Ysleta del Sur citizen, contributed community and cultural knowledge as well as management and business expertise.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenBoth Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe agreed to participate in the research and became partners in the entire process from conception to publication.
“Both tribes agreed to participate in the research and became partners in the entire process from conception to publication.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationExtensive community engagement through meetings and focus groups guided the selection of survey variables, the length of the survey, question wording, and data collection methods.
“Extensive community engagement through meetings and focus groups guided the selection of survey variables, the length of the survey, question wording, and data collection methods”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, n.d.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAn interdisciplinary team informed the creation of survey questions that wove together cultural and local knowledge with Western epistemologies.
“An interdisciplinary team informed the creation of survey questions that wove together cultural and local knowledge with Western epistemologies.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationIn 2012 and 2013, the project conducted face-to-face surveys with 819 families living in 547 structures; 150 respondents consented to voice recording of their interviews.
“In 2012 and 2013, the project conducted face-to-face surveys with 819 families living in 547 structures; 150 respondents consented to voice recording of their interviews”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cheyenne River Sioux Tribal Ventures, 2014
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenA 14-member advisory committee guided the community-based project, including creation of the research protocol, survey questions, marketing, surveying, data analysis, and community and public presentations.
“A 14-member advisory committee guided the community-based project, including creation of the research protocol, survey questions, marketing, surveying, data analysis, as well as community and public presentations of project findings”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIn Canada, discussions of data sovereignty and data governance for Indigenous nations have resulted in developing Indigenous owned and controlled national datasets, as well as community-based, nation-driven data governance.
“In Canada, discussions of data sovereignty and data governance for Indigenous nations have resulted in developing Indigenous owned and controlled national datasets (First Nations Information Governance Centre, 2012, 2016;Martens et al., 2010;Smylie et al., 2011), as well as community-based, nation-driven data governance (British Columbia First Nations' Data Governance Initiative, 2015, n.d.;Mustim”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites First Nations Information Governance Centre, 2012, 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Martens et al., 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Smylie et al., 2011
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningDemonstrating the benefits of data and including the community in the process yielded support from leaders and citizens and trust in the socioeconomic profile plan at Ysleta del Sur.
“Demonstrating the benefits of data and including the community in the process yielded support from leaders and citizens and trust in the socioeconomic profile plan.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe tribal enrollment office serves as the main data storage facility for all data at Ysleta del Sur.
“The tribal enrollment office serves as the main data storage facility for all data at Ysleta del Sur (Ysleta del Sur Pueblo, 2015e).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ysleta del Sur Pueblo, 2015e
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenOnly tribal nations can exercise Indigenous data sovereignty and practice data governance.
“Only tribal nations can exercise Indigenous data sovereignty and practice data governance.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThrough Voices, the tribe developed the capacity to collect its own data, to tell its own stories, and to formulate creative solutions for the problems facing Cheyenne River communities.
“Through Voices, the tribe developed the capacity to collect its own data, to tell its own stories, and to formulate creative solutions for the problems facing Cheyenne River communities.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningSuch an approach enhances community trust in data.
“Such an approach allows for Indigenous data sovereignty and control, enhances community trust in data, and may improve data availability, quality, and relevance.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIt is not enough for tribes simply to take over data collection, even if they have the resources to do so.
“But they also demonstrate that it is not enough for tribes simply to take over data collection, even if they have the resources to do so.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningSuch an approach allows for Indigenous data sovereignty and control.
“Such an approach allows for Indigenous data sovereignty and control, enhances community trust in data, and may improve data availability, quality, and relevance.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
Classified as probably not a substantial claim.
InterpretationreasoningThe tribal data initiatives offered in this article argue for the self-determination, sovereignty, and governance benefits of investing in a different and more strategic approach to data for Indigenous nations.
“The tribal data initiatives offered in this article argue for the self-determination, sovereignty, and governance benefits of investing in a different and more strategic approach to data for Indigenous nations.”
Quote in the paperSubstantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
May combine two claims.
InterpretationreasoningThe two tribal data projects resulted in higher quality and relevant population data that their citizens trust and the respective nation controls.
“The two tribal data projects resulted in higher quality and relevant population data that their citizens trust and the respective nation controls.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenTribal sovereignty with respect to data and Indigenous nation governance of data includes both data generated by tribes as well as data about tribal nations, communities, and citizens generated by others.
“However, tribal sovereignty with respect to data and Indigenous nation governance of data includes both data generated by tribes as well as data about tribal nations, communities, and citizens generated by others.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
InterpretationreasoningSuch an approach may improve data availability, quality, and relevance.
“Such an approach allows for Indigenous data sovereignty and control, enhances community trust in data, and may improve data availability, quality, and relevance.”
Quote in the paperNot a substantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
May combine two claims.
InterpretationreasoningThe Cheyenne River Voices research project exemplifies a large-scale, in-depth survey to provide local, relevant population data to guide tribal decisions and to direct funding.
“The Cheyenne River Voices research project exemplifies a large-scale, in-depth survey to provide local, relevant population data to guide tribal decisions and to direct funding.”
Quote in the paperSubstantial claim- Rests on an assumption: The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningIncreasing data relevance, availability, and quality for all users of data on Indigenous Peoples, lands, and resources requires broad collaboration.
“Increasing data relevance, availability, and quality for all users of data on Indigenous Peoples, lands, and resources requires broad collaboration.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningOnce that knowing is in hand, data governance also implies using the information to enhance self-determination.
“Once that knowing is in hand, data governance also implies using the information to enhance self-determination.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningAt the crux of Indigenous nation data governance is data use.
“At the crux of Indigenous nation data governance is data use.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe University of Arizona Institutional Review Board approved the case study process.
“The University of Arizona Institutional Review Board approved the case study process.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The two case studies of Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe are representative enough to support general conclusions about U.S. tribes embracing Indigenous data sovereignty and data governance.
“As we show with two case studies here, U.S. tribes have begun to interact with and embrace Indigenous data sovereignty and data governance as a means to assert their rights to create data by and for their nations and peoples.”
The paper relies on this without support.
Tribal enrollment information or tribally designed specifications are more adequate for characterizing Indigenous populations and informing policy than self-reports of tribal affiliation.
“As a result, the data from the U.S. Census, administrative databases, and many surveys include self-reports of tribal affiliation, rather than tribal enrollment information or tribally designed specifications.This inadequately characterizes populations and insufficiently informs policy and resource allocation decisions”
The paper relies on this without support.
Indigenous individuals and communities mistrust of data, its collection, and use is the result of past negative experiences with data collection and research, as well as lack of community involvement in data processes.
“Indigenous individuals and communities mistrust of data, its collection, and use is the result of past negative experiences with data collection and research, as well as lack of community involvement in data processes.”
The paper relies on this without support.
Much of the data that tribes can access or use has been collected or organized by others.
“Much of the data that tribes can access or use has been collected or organized by others.”
The paper relies on this without support.
Persistent data inaccuracies exist across sectors.
“Persistent data inaccuracies exist across sectors.”
The paper relies on this without support.
Available data do not inform the questions tribes have nor is it available at the level of aggregation that tribes need.
“Available data do not inform the questions tribes have nor is it available at the level of aggregation that tribes need.”
The paper relies on this without support.
The answers to data governance questions may be very different from answers in non-Indigenous communities.
“However, the answers may be very different from answers in non-Indigenous communities.”
The paper relies on this without support.
These questions are not unique to the two tribes or to communities in general.
“These questions are not unique to the two tribes or to communities in general.”
The paper relies on this without support.
The two case accounts (Ysleta del Sur Pueblo and Cheyenne River Sioux Tribe) are representative or sufficient to support general conclusions about Indigenous data efforts.
“The two tribal data initiatives summarized in these case accounts demonstrate that community-based, nation-driven strategic data initiatives can yield previously unavailable information for policy decisions and resource allocation.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Single-race AIAN share does not match the reported population totals
MinorThe stated 2.9 million people are about 55.8% of the stated 5.2 million reporting AIAN heritage, not 49%.
Reported 49 · recomputed 55.769231
“The single race AIAN population, or those individuals reporting AIAN heritage alone, comprised 2.9 million people, or 49% of those reporting AIAN heritage.”
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Urban American Indian and Alaska Native Data Sovereignty: Ethical Issues
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Eitzel, M. V., Hove, E. M., Solera, J., Madzoro, S., Changarara, A., Ndlovu, D., Chirindira, A., Ndlovu, A., Gwatipedza, S., Mhizha, M., et al. (2018) · Development Engineering · doi:10.1016/j.deveng.2018.07.001 · Cited by 34 · see citing works
Competing interests: digital health and indigenous data sovereignty
Cordes, A., Bak, M., Lyndon, M., Hudson, M. L., Fiske, A., Celi, L. A., & McLennan, S. (2024) · npj Digital Medicine · doi:10.1038/s41746-024-01171-z · Cited by 29 · see citing works
Gartner, D. R., Maples, C., Nash, M. J., & Howard, H. (2023) · Epidemiologic Reviews · doi:10.1093/epirev/mxad001 · Cited by 24 · see citing works
Seasons of research with/by/as the Keweenaw Bay Indian Community
Shaw, E. L., Gagnon, V. S., & Ravindran, E. (2022) · Journal of Great Lakes Research · doi:10.1016/j.jglr.2022.04.007 · Cited by 24 · see citing works
Jacobs, L. A., Avery, C. B., Salonen, R., & Champagne, K. D. (2022) · Parks Stewardship Forum · doi:10.5070/p538257522 · Cited by 24 · see citing works
Reflections on ‘Decolonizing’ Big Data in Global Health
Qato, D. M. (2022) · Annals of Global Health · doi:10.5334/aogh.3709 · Cited by 23 · see citing works
Indigenous Data Sovereignty: A Catalyst for Ethical AI in Business
Rana, V. (2025) · Business & Society · doi:10.1177/00076503241271143 · Cited by 21 · see citing works
Williams, K., Umangay, U., & Brant, S. (2020) · International Indigenous Policy Journal · doi:10.18584/iipj.2020.11.1.10237 · Cited by 15 · see citing works
Bodkin‐Andrews, G., Page, S., & Trudgett, M. (2019) · Australian Journal of Education · doi:10.1177/0004944119863927 · Cited by 17 · see citing works
Dion, M. L., Ríos, C. D., Leonard, K., & Gabel, C. (2020) · Canadian Review of Sociology/Revue canadienne de sociologie · doi:10.1111/cars.12270 · Cited by 16 · see citing works
Sovereign genes: wildlife conservation, genetic preservation, and Indigenous data sovereignty
Robbins, P. F., Hunt, H. H., Pelegri, F. J., & Gilbert, J. (2023) · Frontiers in Conservation Science · doi:10.3389/fcosc.2023.1099562 · Cited by 16 · see citing works
Foxworth, R., Evans, L., Sánchez, G. R., Ellenwood, C., & Roybal, C. M. (2021) · Perspectives on Politics · doi:10.1017/s1537592721001031 · Cited by 15 · see citing works
SEEDS of Indigenous Population Health Data Linkage
Rowe, R., Carroll, S. R., Healy, C., Rodriguez-Lonebear, D., & Walker, J. D. (2021) · International Journal for Population Data Science · doi:10.23889/ijpds.v6i1.1417 · Cited by 18 · see citing works
Taylor, J. E., Poleacovschi, C., & Perez, M. A. (2023) · Mitigation and Adaptation Strategies for Global Change · doi:10.1007/s11027-023-10063-8 · Cited by 16 · see citing works
Cabrera, N. L., Karaman, A. K., Ballysingh, T. A., Oregon, Y. G., Gonell, E. A., Lopez, J. D., & Deil‐Amen, R. (2021) · Review of Educational Research · doi:10.3102/00346543211054577 · Cited by 14 · see citing works
Omission as a modern form of bias against Native Peoples: Implications for policies and practices
Fryberg, S. A., Dai, J. D., & Eason, A. E. (2023) · Social Issues and Policy Review · doi:10.1111/sipr.12105 · Cited by 13 · see citing works
Representative Voices: Native American Representation, Political Power, and COVID-19 in U.S. States
Evans, L., Foxworth, R., Sánchez, G. R., Ellenwood, C., & Roybal, C. M. (2022) · RSF The Russell Sage Foundation Journal of the Social Sciences · doi:10.7758/rsf.2022.8.8.07 · Cited by 12 · see citing works
The Landscape of Rights and Licensing Initiatives for Data Sharing
Grabus, S., & Greenberg, J. (2019) · Data Science Journal · doi:10.5334/dsj-2019-029 · Cited by 10 · see citing works
How is Artificial Intelligence Changing Science? Research in the Era of Learning Algorithms.Preprint
Echterhölter, A., Schröter, J., & Sudmann, A. (2021) · doi:10.33767/osf.io/28pnx · Cited by 10 · see citing works
Stories as data: Indigenous research sovereignty and the “Intentional Fire” podcast
Murveit, A. M., Delphin, S., Domingues, C., Bourque, S., Faulstich, S. D., Garfin, G. M., Huntly, N. J., Meadow, A. M., & Preston, V. (2023) · Environment and Planning F · doi:10.1177/26349825221142293 · Cited by 9 · see citing works
d’Agincourt-Canning, L., Ziabakhsh, S., Morgan, J., Jinkerson-Brass, S., Joolaee, S., Smith, T., Loft, S., & Rosalie, D. (2023) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.13947 · Cited by 9 · see citing works
State of Traditional Ecological Knowledge in the wildlife management profession
Werdel, T. J., Matarrita-Cascante, D., & Lucero, J. E. (2024) · Journal of Wildlife Management · doi:10.1002/jwmg.22579 · Cited by 9 · see citing works
Joseph, L., Cuerrier, A., & Mathews, D. L. (2021) · Botany · doi:10.1139/cjb-2021-0111 · Cited by 9 · see citing works
Gupta, N., Bonneau, N. M. A., & Elvidge, M. (2022) · Archaeologies · doi:10.1007/s11759-022-09466-x · Cited by 9 · see citing works
Indigenous Nations in Postracial America: Rethinking Social Inclusion
Cornell, S. E., & Jorgensen, M. (2020) · The Review of Black Political Economy · doi:10.1177/0034644620966033 · Cited by 9 · see citing works
Macdonald, M.-A., Gringart, E., Booth, S., & Somerville, R. (2023) · Australian Journal of Education · doi:10.1177/00049441221107974 · Cited by 9 · see citing works
“Pop‐Up” Métis and the Rise of Canada's Post‐Indigenous Formation
Kolopenuk, J. (2018) · American Anthropologist · doi:10.1111/aman.13044 · Cited by 9 · see citing works
Cornell, S. E., & Jorgensen, M. (2019) · The American Review of Canadian Studies · doi:10.1080/02722011.2019.1613790 · Cited by 9 · see citing works
Islam, M., Valiani, A. A., Datta, R. K., Chowdhury, M., & Turin, T. C. (2024) · Cambridge Quarterly of Healthcare Ethics · doi:10.1017/s096318012400015x · Cited by 9 · see citing works
Lavoie, J. G., Stoor, J. P., Cueva, K., Akearok, G. H., Rink, E., Larsen, C. V. L., & Gladun, E. F. (2022) · International Indigenous Policy Journal · doi:10.18584/iipj.2022.13.1.10928 · Cited by 8 · see citing works
Buente, W., Baybayan, C. K., Hajibayova, L., McCorkhill, M., & Panchyshyn, R. S. (2020) · Journal of Documentation · doi:10.1108/jd-10-2019-0212 · Cited by 8 · see citing works
Wingert, S., & White, J. P. (2017) · International Indigenous Policy Journal · doi:10.18584/iipj.2017.8.2.10 · Cited by 8 · see citing works
Autoethnographic assessment of a manifesto for more trustworthy, relevant, and just models
Eitzel, M. V. (2023) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2023.105690 · Cited by 7 · see citing works
Lee, J. S., Lowell, J., Whitewater, K., Roane, T. M., Miller, C. S., Chan, A. P.-Y., Sylvester, A. W., Jackson, D. P., & Hunter, L. (2023) · Molecular Ecology Resources · doi:10.1111/1755-0998.13867 · Cited by 6 · see citing works
Our data, ourselves: Participation, justice, and alternative futures of data sovereignty in India
Dutta, S., & Mazumdar, S. (2025) · Big Data & Society · doi:10.1177/20539517251365235 · Cited by 8 · see citing works
Henry, R., Gabel, C., Tait, C. L., Kowalski, K., & Nychuk, A. (2025) · Health Promotion International · doi:10.1093/heapro/daaf229 · Cited by 6 · see citing works
Gartner, D. R., Islam, J. Y., & Margerison, C. E. (2023) · Cancer Medicine · doi:10.1002/cam4.5593 · Cited by 6 · see citing works
Iwi (tribal) data collection at a primary health care organisation in Aotearoa
Enright, J. (., Anderson, A., Jansen, R. M., Murray, J., Brewer, K., Selak, V., & Harwood, M. L. N. (2021) · Journal of Primary Health Care · doi:10.1071/hc20037 · Cited by 6 · see citing works
ABS: Big Data, Data Sovereignty and Digitization: A New Indigenous Research LandscapePreprint
Oguamanam, C. (2018) · SSRN Electronic Journal · doi:10.2139/ssrn.3326282 · Cited by 6 · see citing works
Care-fully?: The Question of “Knowledge Co-production” in Arctic Science
Wylie, C. D., & Murillo, L. F. R. (2023) · Catalyst Feminism Theory Technoscience · doi:10.28968/cftt.v9i2.39359 · Cited by 5 · see citing works
Lopez, J. D., & Canchala, R. E. C. (2025) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2025.102339 · Cited by 5 · see citing works
Zhang, S., & da Silva, L. R. (2023) · Annals of Anthropological Practice · doi:10.1111/napa.12201 · Cited by 6 · see citing works
Dobson, D., & Fernandez, A. (2023) · Frontiers in Research Metrics and Analytics · doi:10.3389/frma.2023.1160566 · Cited by 5 · see citing works
Coltman, T. R., Hudson, M. L., Mika, J. P., Matthews, Y., Anderson, J., Kusabs, N., Riddle, K., & Golan, J. J. (2025) · Ecological Solutions and Evidence · doi:10.1002/2688-8319.70063 · Cited by 4 · see citing works
Buxbaum, L., Hubbard, H., & Liddell, J. L. (2023) · Journal of Ethnic and Cultural Studies · doi:10.29333/ejecs/1216 · Cited by 4 · see citing works
Johnson-Jennings, M., Jennings, D., Paul, K., & Little, M. M. (2020) · AlterNative An International Journal of Indigenous Peoples · doi:10.1177/1177180120954446 · Cited by 4 · see citing works
Wright, K., Dehar, A., Stott, N. S., Mackey, A. H., Sorhage, A., Tapera, R. M., & Williams, S. A. (2022) · Global Health Research and Policy · doi:10.1186/s41256-022-00250-6 · Cited by 4 · see citing works
Dobrinen, E., Moser, L., White, D., Alquwayfili, S. I., Bingham, D., & Tesfai, H. (2023) · Public Health Reports · doi:10.1177/00333549231179457 · Cited by 4 · see citing works
Data Colonialism in Canada: Decolonizing Data Through Indigenous data governance
Leone, D. (2021) · doi:10.22215/etd/2021-14697 · Cited by 4 · see citing works
Gartner, D. R., & Martinez, R. A. (2025) · American Journal of Epidemiology · doi:10.1093/aje/kwaf097 · Cited by 4 · see citing works
Participatory Design in Precarity: "Smart" Technologies for Tiny House Villages
Jang, E., Choden, K., Young, J. C., Webster, J. R., Slager, E. J., Webb, C. J., & Heimerl, K. (2025) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3757642 · Cited by 3 · see citing works
Sherman, B., Islam, J. Y., & Gartner, D. R. (2023) · Cancer Epidemiology Biomarkers & Prevention · doi:10.1158/1055-9965.epi-23-0547 · Cited by 3 · see citing works
Gleason, S., Lim, J. S., Church, L. M., Jones, W., Nicolai, C., Pleasant, J., Church, W., Watterson, A., Strunk, L. A., Knecht, R. A., et al. (2023) · Journal of Computer-Mediated Communication · doi:10.1093/jcmc/zmad030 · Cited by 3 · see citing works
Replacing Exclusive Sovereignty with a Relational Sovereignty
Wildcat, M. (2020) · Borderlands Journal · doi:10.21307/borderlands-2020-014 · Cited by 3 · see citing works
The Expression of Power in ICT's Knowledge Enterprise
Canevez, R. N., Maitland, C. F., Ettayebi, S., Shaw, J., Everson, C., & Rantanen, M. (2020) · International Conference on Information and Communication Technologies and Development (ICTD) · doi:10.1145/3392561.3397580 · Cited by 3 · see citing works
From 'objectivity' to obedience: LLMs as discourse, discipline, and power
Kouros, T. (2026) · AI & Society · doi:10.1007/s00146-026-02994-y · Cited by 2 · see citing works
Davidson, E. M., & Lopez, J. D. (2023) · About Campus Enriching the Student Learning Experience · doi:10.1177/10864822231195815 · Cited by 2 · see citing works
Investigating Racism Measures Through an Indigenous Data Sovereignty Lens
Bodkin‐Andrews, G., Prehn, J., Sedran-Price, C., Walter, M., & Martin, K. (2024) · Perspectives on children and young people · doi:10.1007/978-981-97-2332-4_13 · Cited by 2 · see citing works
Strength in Small Numbers: Indigenous Political Participation in Latin America
Boulding, C. E., Foxworth, R., & Verner, M. (2025) · Comparative Political Studies · doi:10.1177/00104140251328005 · Cited by 4 · see citing works
Conrad, J. E., Griffiths, L. L., Osborne, N., Smart, J. C. R., & Frid, C. L. J. (2025) · Marine and Freshwater Research · doi:10.1071/mf24180 · Cited by 2 · see citing works
ABS: Big Data, Data Sovereignty and Digitization
Oguamanam, C. (2018) · Cambridge University Press eBooks · doi:10.1017/9781108557122.012 · Cited by 2 · see citing works
Macdonald, M., & Gringart, E. (2022) · The Australian Journal of Indigenous Education · doi:10.55146/ajie.v51i2.39 · Cited by 2 · see citing works
LA GOBERNANZA DE LOS DATOS DE LA SOBERANÍA TERRITORIAL A LA SOBERANÍA DIGITAL
Juri, Y. E. (2023) · REVISTA QUAESTIO IURIS · doi:10.12957/rqi.2023.72434 · Cited by 2 · see citing works
Indigenous data sovereignty and missing education data
Prehn, J., Martin, K., & Bodkin‐Andrews, G. (2024) · Edward Elgar Publishing eBooks · doi:10.4337/9781035313839.00013 · Cited by 2 · see citing works
Augsberg, S., & Gehring, P. (2022) · Campus Verlag eBooks · doi:10.12907/978-3-593-45194-7 · Cited by 3 · see citing works
Idle No More: sobre a mobilização indígena no Canadá
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Rethinking Neoliberal Internet Communication Technology Governance for Indigenous Peoples
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Drake, A., Green, T., Illasiak, J., Ruben, B. S., Ruben, C., Ruben, L., & Dunmall, K. M. (2025) · Frontiers in Environmental Science · doi:10.3389/fenvs.2025.1521494 · Cited by 1 · see citing works
Reimagining Indigenous Knowledge Systems in the Age of AI
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Aboriginal and Torres Strait Islander Secondary Students’ Experiences of Racism
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Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges
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American Indian and Alaska Native Data in Federal Data Collections
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Delprato, M., & Shephard, D. D. (2024) · Edward Elgar Publishing eBooks · doi:10.4337/9781035313839
Gartner, D. R., Hettinger, K., Howard, H., & Margerison, C. E. (2024) · Health Equity · doi:10.1089/heq.2023.0220
Ray, L., Suárez, A. S., & Burnett, K. (2024) · Curriculum Studies in Health and Physical Education · doi:10.1080/25742981.2024.2348813
3. Enhancing Genomic Research Through the Lens of Indigenous Data Sovereignty
Garrison, N. A., & Carroll, S. R. (2024) · American Public Health Association eBooks · doi:10.2105/9780875533476ch03
- Authors
- Rainie, S. C., Schultz, J. L., Briggs, E., Riggs, P., & Palmanteer-Holder, N. L.
- Affiliations
- University of Arizona (US)
- Bush Foundation (US)
- University of Washington (US)
- Venue
- International Indigenous Policy Journal
- Published
- 2017-03-10
- Volume
- 8
- Issue
- 2
- ISSN
- 1916-5781 (ISSN-L)
- OpenAlex
- W2612250463
- Semantic Scholar
- 95ff89feb27455101e04cd727c7393951d85242c
- Cited by
- 114
- References
- 15
- Citations by year
- 2026: 12 · 2025: 12 · 2024: 12 · 2023: 23 · 2022: 14 · 2021: 14 · 2020: 11 · 2019: 9 · 2018: 6 · 2017: 1
- FWCI
- 29.84
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- International Indigenous Policy Journal (publishedVersion, cc-by-nc-nd)
- UA Campus Repository (The University of Arizona) (acceptedVersion, cc-by-nc-nd)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Scholarship@Western (Western University) (submittedVersion, cc-by-nc-nd)
- Funders
- Udall Foundation
- W.K. Kellogg Foundation
- Topics
- Social Sciences › Anthropology › Indigenous Cultures and History
- Social Sciences › Law › Indigenous Peoples' Rights and Law
- Social Sciences › Health › Indigenous Health, Education, and Rights
- Keywords
- Indigenous data sovereignty, tribal self-determination, data governance, Indigenous data, Indigenous governance, Indigenous decision-making, demographic data, socioeconomic data
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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