| Literature DB >> 34220989 |
Carlos Augusto Viáfara-López1, Glenda Palacios-Quejada2, Alexander Banguera-Obregón3.
Abstract
OBJECTIVE: Characterize the relationship between ethnic-racial inequity and type of health insurance in Colombia.Entities:
Keywords: Colombia; Health services accessibility; ethnic inequality; social determinants of health; socioeconomic factors
Year: 2021 PMID: 34220989 PMCID: PMC8238259 DOI: 10.26633/RPSP.2021.77
Source DB: PubMed Journal: Rev Panam Salud Publica ISSN: 1020-4989
Operationalization of the variables used in the Quality of Life Survey, Colombia, 2019
Dependent variable | Type of health insurance | Contributory regime Subsidized regime No insurance |
Ethnic-racial status | Self-reported ethnicity/race | Indigenous Afro-descendant No self-reported ethnicity |
Structural determinants | Sex | Male Female |
Age | Years of age completed | |
Marital status | In a marital union (formal or consensual) No marital union | |
Demographic factors | Area of residence | Urban Rural populated area |
Region of residence | Bogotá Atlantic Eastern Central Pacific (not including Valle del Cauca department) Antioquia Valle del Cauca San Andrés and Providencia Orinoco-Amazon | |
Socioeconomic position | Years of education | Years of schooling completed |
Type of employment | Formal Informal | |
Employment income in terms of current legal monthly minimum wages | More than 3 Between 2 and 2.99 Between 1 and 1.99 Between 0 and 0.99 | |
Material circumstances | Unmet basic needs (UBNs) | Lives in a household with no UBNs Lives in a household with some UBNs |
Prepared by the authors.
The self-reported ethnicity model used by Colombia’s National Statistics Department was followed, which combines people of European, Asian, or other descent who do not identify as part of any ethnic-racial minorities.
A person who self-identifies as Raizal from the Colombian archipelago of San Andres, Providencia, and Santa Catalina; a Palenquero from San Basilio; Black, Mulatto, Afro-Colombian, or Afro-descendant.
Legal monthly minimum wage in 2019, in Colombian pesos: $828,116 (30), equivalent to US$254.82; the exchange rate as of January 1, 2019 was $3,249.75 pesos per U.S. dollar (31).
Inadequate housing, housing with inadequate services, households with school non-attendance, critically overcrowded households, households with high economic dependence.
Sociodemographic characteristics of the study sample, Colombia, 2019
Variable | No self-reported ethnicity (n = 81,370) | Afro-descendant (n = 9,929) | Indigenous (n = 7,519) | |
|---|---|---|---|---|
Health insurance regimen (%) | ||||
Contributory | 56.6 | 36.7 | 17.8 | <0.001 |
Subsidized | 36.1 | 57.0 | 77.1 |
|
Unaffiliated | 7.3 | 6.3 | 5.1 |
|
Sex (%) | ||||
Female | 40.7 | 39.9 | 35.1 | <0.001 |
Male | 59.3 | 60.1 | 64.9 |
|
Marital status (%) | ||||
In a marital union | 57.9 | 57.5 | 63.5 | <0.001 |
No marital union | 42.1 | 42.5 | 36.5 |
|
Area of residence (%) | ||||
Municipal capital | 83.5 | 69.6 | 34.0 | <0.001 |
Rural populated area | 16.5 | 30.4 | 66.0 |
|
Geographical region (%) | ||||
Bogotá | 20.8 | 3.3 | 2.1 | <0.001 |
Atlantic | 17.8 | 29.3 | 34.5 |
|
Eastern | 21.4 | 1.3 | 2.4 |
|
Central | 11.1 | 2.1 | 10.3 |
|
Pacific (not including Valle del Cauca department) | 4.5 | 24.6 | 34.9 |
|
Antioquia | 13.8 | 11.3 | 2.2 |
|
Valle del Cauca | 8.1 | 26.7 | 6.4 |
|
San Andrés | 0.1 | 0.8 | 0.0 |
|
Orinoco-Amazon region | 2.4 | 0.6 | 7.2 |
|
Type of employment (%) | ||||
Informal | 57.4 | 67.1 | 81.7 | <0.001 |
Formal | 42.6 | 32.9 | 18.3 |
|
Job income in current legal monthly minimum wages (%) | ||||
Between 0 and 0.99 | 55.8 | 70.0 | 82.1 | <0.001 |
Between 1 and 1.99 | 29.0 | 23.6 | 14.0 |
|
Between 2 and 2.99 | 5.7 | 3.1 | 2.1 |
|
More than 3 | 9.5 | 3.3 | 1.8 |
|
Unsatisfied basic needs (UBNs) | ||||
Lives in a household with no UBNs | 91.6 | 82.0 | 61.7 | <0.001 |
Lives in a household with some UBNs | 8.4 | 18.0 | 38.3 |
|
Years of education (average) | 10.4 | 9.1 | 7.5 | <0.001 |
Age (years, average) | 39.9 | 39.4 | 39.1 | <0.001 0.4273 |
Prepared by the authors.
The self-reported ethnicity model used by Colombia’s National Statistics Department was followed, which combines people of European, Asian, or other descent who do not identify as part of any ethnic-racial minorities.
98,818 people were studied based on a randomized sample representative of Colombia from the 2019 National Quality of Life Survey. Observations were weighted by the inverse probability of being sampled.
Legal monthly minimum wage in 2019, in Colombian pesos: $828,116 (30), equivalent to US$254.82; the exchange rate as of January 1, 2019 was $3,249.75 pesos per U.S. dollar (31).
Inadequate housing, housing with inadequate services, households with school non-attendance, critically overcrowded households, households with high economic dependence.
Chi-squared test for the frequency distribution of each variable.
No self-reported ethnicity vs. indigenous and no self-reported ethnicity vs. Afro-descendants, using the Student’s t-test to compare averages.
No self-reported ethnicity vs. Afro-descendants and no self-reported ethnicity vs. indigenous people, using the Student’s t-test to compare averages.
Indigenous people vs. Afro-descendants, using the Student’s t-test to compare averages.
Association between ethnic-racial status and type of health insurance in the study sample, Colombia, 2019
Ethnic-racial status | Block 1 | Block 2 | Block 3 | Block 4 | Block 5 | |||||
|---|---|---|---|---|---|---|---|---|---|---|
Subsidized | None | Subsidized | None | Subsidized | None | Subsidized | None | Subsidized | None | |
OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | OR (95%CI) | ||||||
No self-reported ethnicity (reference) | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
Indigenous | 6,787 (5,999-7,679) *** | 2,218 (1,746-2,818) *** | 6,779 (5,995-7,667) *** | 2,081 (1,637-2,645) *** | 2,100 (1,839-2,398) *** | 1,393 (1,074-1,808) ** | 2,033 (1,728-2,392) *** | 1,401 (1,060-1,852) ** | 1,891 (1,600-2,236) *** | 1,202 (0,899-1,607) |
Afro-descendant | 2,428 (2,230-2,644) *** | 1,333 (1,105-1,607) *** | 2,445 (2,245-2,664) *** | 1,297 (1,075-1,565) *** | 1,573 (1,420-1,744) *** | 1,216 (0,995-1,487) * | 1,479 (1,296-1,689) *** | 1,148 (0,918-1,436) | 1,415 (1,236-1,620) *** | 1,056 (0,839-1,329 |
Adjusted R2 | 0.0204 | 0.0204 | 0.0329 | 0.0329 | 0.143 | 0.143 | 0.375 | 0.375 | 0.381 | 0.381 |
Wald test | 1,330,053 | 1,330,053 | 1,960,673 | 1,960,673 | 7,740,287 | 7,740,287 | 9,259,562 | 9,259,562 | 9,280,180 | 9,280,180 |
<0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | |
Prepared by the authors.
The self-reported ethnicity model used by Colombia’s National Statistics Department was followed, which combines people of European, Asian, or other descent who do not identify as part of any ethnic-racial minorities. The individual significance of each variable was determined by using the Wald test, with the contributory regime as the reference variable; 95%CI: 95% confidence interval;*** p <0.01; ** p <0.05; * p <0.1.
98,818 people were studied based on a randomized sample representative of Colombia from the 2019 National Quality of Life Survey. Observations were weighted by the inverse probability of being sampled.
Adjusted for ethnic-racial status.
Adjusted for ethnic-racial status and structural determinants (see Table 1).
Adjusted for ethnic-racial status, structural determinants, and demographic factors (see Table 1).
Adjusted for ethnic-racial status, structural determinants, demographic factors, and socioeconomic position (see Table 1).
Adjusted for ethnic-racial status, structural determinants, demographic factors, and socioeconomic position (see Table 1).