Showing posts with label Inequality. Show all posts
Showing posts with label Inequality. Show all posts

Tuesday, August 31, 2021

Georgia has a vaccine inequality problem

Note: This article first appeared on the Caucasus Data Blog, a joint effort of OC Media and CRRC Georgia. It was written by David Sichinava, CRRC Georgia's Research Director. The views expressed in this article are those of the author’s alone and do not in any way reflect the views of CRRC Georgia, or any related entity.

A fast and timely rollout of COVID-19 vaccines is essential for keeping the pandemic at bay. While far-reaching immunisation helps save lives, it also helps with quickly reopening the economy. Nevertheless, not everyone has access to life-saving vaccines. Rich countries have been quick to hoard doses to vaccinate their own populations, leaving poorer states lagging behind. 

But unequal access to COVID-19 vaccines within countries also threatens the effective and timely mitigation of the pandemic. Notably, even in countries boasting high rates of vaccine rollout, such as the UK and Israel, COVID-19 vaccines are less accessible to vulnerable and disadvantaged populations. As recent CRRC/NDI data shows, Georgia is no exception.

Despite initial successes in curbing the COVID-19 pandemic, Georgia has done considerably worse in managing infection rates and vaccinations than its neighbours. In the first 10 days of August 2021, the country led global league tables in infection and death rates per 100,000 residents, while simultaneously lagging far behind in immunisation.

As of 25 July 2021, when the last interviews of the CRRC/NDI study were administered, about 7% of Georgians in the survey reported receiving at least one dose of the COVID-19 vaccine. The Georgian government initially prioritised vaccinating older people, so this group is slightly more likely to be inoculated (10%) than those younger than 35 (4%) and between 35 and 54 (8%). More Tbilisi residents (16%) received at least one shot than those from other urban areas (6%) and rural areas (2%).

Notably, a respondent’s socio-economic status predicted whether they had been vaccinated. About 16% of Georgians with a higher education had received at least one dose, as opposed to a mere 4% of those with no higher education. 

About a quarter of respondents with the highest socio-economic standing in the country (as measured by an asset ownership index) had received at least one dose, compared to 6% of those with the median number of assets, and 3% of Georgians within the lowest socioeconomic bracket.

A lack of information might contribute to low immunisation rates. The research indicates that those groups who were least likely to be vaccinated also claimed that they did not have enough information on the immunisation process. For instance, only 18% in the highest socio-economic status say that they did not have enough information on the vaccination process in Georgia, compared to almost half of those within the median (48%) and lowest standing on the socio-economic bracket (46%). 

Similarly, a larger share of Georgians with no higher education (47%) stated that they did not have enough information on vaccination, than those who had attained higher education (30%).

There was also geographic variation. For example, only one-third of Tbilisians reported not having enough information about Georgia’s immunisation process, compared with 43% in other urban areas and 47% in rural areas. 

Not surprisingly, in the days of the initial phase of vaccine rollout, available vaccination time slots in the capital and larger urban areas were filled almost instantaneously. Many Tbilisians even booked available places in vaccination centres outside the capital. This may be because they had better access to information and knowledge of the online booking system: CRRC/NDI data shows that 61% of Tbilisi residents knew how to access online booking system, as opposed to 45% of Georgians from other urban areas and only 27% of rural residents.

Those who reside outside the capital are not the only group put in a disadvantaged position. Other vulnerable groups such as older people, ethnic minorities, poorer Georgians, and those with no higher education were also less likely to have knowledge of how to use the online vaccination booking system. Few among those who claimed not to have enough information on the immunisation process knew how to use the online booking system.

While in the last few weeks, Georgia has accelerated its immunisation efforts, vaccinating more than 20,000 people daily, it is likely that the factors described in this article will continue to affect the timely and equitable access to life-saving vaccines. 

Considering the lack of pro-immunisation information provided by the government and the prevalence of anti-vaccine sentiment among many Georgians, it is crucial that information be disseminated explaining the process and benefits of immunisation. As the data above shows, it’s also critical that this is done in a manner that effectively reaches all Georgians.

Note: Differences were identified using two logistic regression model predicting (a) whether the respondent had a COVID-19 vaccine, (b) whether they reported not having enough information on the immunization process in Georgia, and (c) whether the respondent knew how to use online vaccine booking system. Predictors in each of the models included the following social and demographic variables: gender, age, education, settlement type, ethnicity, partisanship, and a durable goods index. A durable goods index is a common proxy measure of a household’s economic status, which counts the number of appliances present in the household. The lowest value corresponds to the score of 0. The median value corresponds to 6, and the highest value of the index is 10. The replication code is available here.

Wednesday, December 02, 2020

Gaps remain in mobile phone ownership in Georgia

Note: This article first appeared on the Caucasus Data Blog, a joint effort of CRRC Georgia and OC Media. It was written by Dustin Gilbreath, the Deputy Research Director at CRRC Georgia. The views presented in this article do not represent the views of CRRC Georgia or any related entity. 

While mobile phone ownership is widespread in Georgia, gaps still remain among rural, elderly, and ethnic minority populations.

Owning a mobile (cell phone) is considered so important that more widespread ownership is considered a sustainable development goal (SDG 5.b) by the United Nations. 

Mobile phone ownership among households has increased significantly over the last decade. Caucasus Barometer data indicates that in 2008, two thirds of households owned a mobile phone. This has steadily increased, reaching 96% of households in 2019, the last year for which Caucasus Barometer data is available.

While the vast majority of households have a mobile phone in Georgia, not everyone is equally likely to personally own one. Caucasus Barometer in 2019 specifically asked whether the respondent owned a mobile phone, and only 86% of individuals reported that they did.

A regression analysis looking at respondents’ social, demographic, and economic characteristics suggests that ownership varies between settlement types, age groups, ethnicities, employment status, household wealth, and education level. Though, it does not vary based on sex, after taking into account other factors. 

Controlling for other factors, people in rural areas are nine percentage points less likely than people in Tbilisi to own a mobile phone. Armenians are ten percentage points and Azerbaijanis eight percentage points less likely to own a mobile phone. People aged 56 and older are ten percentage points less likely to own a mobile phone. People with jobs are ten percentage points more likely to own a mobile phone. 

The level of education also has an impact with an individual who only has secondary education being 13 percentage points less likely to own a mobile phone compared with someone with tertiary education. Individuals in households that are relatively wealthy are five percentage points more likely to own a mobile phone, compared with households that own none of the assets asked about (aside from mobile phones).

While the vast majority of households have at least one member which owns a mobile phone, individual ownership is less common. To work towards improvement on this sustainable development goal, mobile phone ownership needs to increase among ethnic minorities, people in rural areas, older people, the less educated, and those not working. 

Notably, while the indicator is listed as part of the gender sustainable development goals, after controlling for other factors, there is no significant difference between women and men in terms of mobile phone ownership.

The data presented in this article is available here. 


Monday, June 17, 2019

Do Georgians understand what gender equality means?

[This article was co-published with OC-Media. The views expressed in this article are the author's alone and do not reflect the views of CRRC-Georgia, the National Democratic Institute, or any affiliated entity.]

The terms ‘gender equality’ and ‘feminism’ are increasingly used in public discourse in Georgia. In 2010, Georgia passed a law on gender equality. Popular TV shows often discuss the topic, and Georgia’s Public Defender reports on the issue. Yet, survey data shows that Georgians often appear not to understand what gender equality means.

In October 2014, the CRRC/NDI survey asked the population whether they thought that there was gender equality in Georgia or not. Only a fifth of respondents said there was, though twice as many people reported that women and men in Georgia have equal opportunities to succeed in any field.
Even though they touch on the same subject, the difference between the answers to these questions is significant, suggesting a misunderstanding in what the population understands by the term ‘gender equality’.

The CRRC/NDI December 2017 survey asked whether people had positive or negative associations towards gender equality, equality between men and women, and feminism, two terms that basically mean the same thing and another that means advocating for the other two.

The data shows that the majority of Georgia’s population has positive associations towards ‘equality between men and women’ and ‘gender equality’. However, they have more negative than positive associations with the term ‘feminism’. An even larger share is uncertain about what types of associations they have with the term feminism.


People of different genders, age, and levels of education report similar associations towards equality between men and women, with a majority indicating positive associations towards the expression. A slightly smaller share of the population of the capital reports positive associations compared to those living in other urban and rural settlements. In ethnic minority settlements, even smaller shares hold positive attitudes and more say they don’t know whether their associations are negative or positive.



A similar situation is observed with the term ‘gender equality’. While there are no differences by gender, age, and education level, a smaller share of the population of the capital report positive attitudes, compared to those living in other urban and rural settlements. Moreover, an even smaller proportion of people from ethnic minority settlements say they have positive attitudes and more than 40% say they don’t know if their associations are positive or negative.



As for the term feminism, there is more variance in people’s attitudes across various demographic groups. People over 55 indicate more frequently that they don’t know if their associations are positive or negative compared to younger people. People from rural areas and minority settlements are much more likely to say they don’t know if they have positive or negative associations.

The difference is especially visible when comparing people with different levels of education. Forty-seven per cent of people with secondary or lower education indicate they don’t know if their associations are negative or positive, while 40% of people with secondary technical education and only 25% of people with tertiary education state the same. People with tertiary education are more capable of providing a response compared to those with lower levels of education.



People have more positive associations with the expression ‘equality between men and women’ and less positive associations with ‘feminism’. In all demographic groups, people have the least clear attitudes towards feminism, frequently responding they don’t know what associations they have with the term.

Why this might be a case?

One albeit speculative explanation hints to the relative novelty of the idea of feminism in Georgia’s public discourse. Even though feminism implies equal rights for men and women, the explicit accent on one gender might trigger negative attitudes.

At the same time, heated verbal exchanges which often accompany televised discussions on gender equality are unlikely to help create positive associations with feminism. Nevertheless, this is only speculation and further research could clarify why people are less likely to have an opinion about feminism or be positive about it.

Tsisana Khundadze is a Senior Researcher at CRRC-Georgia. The views expressed in this article are the author’s alone and do not reflect the views of the National Democratic Institute, CRRC-Georgia, or any related entity.

The data used in this article is available here.


Monday, September 18, 2017

Private tutoring and inequality in Georgia

According to the March 2016 CRRC/TI-Georgia survey, roughly 4 in 10 households with school-aged children reported hiring a private tutor at the time of the survey for at least one subject that a child in their household was studying at school. Since the question was asked about private tutors for only subjects that pupil(s) were studying at school at the time of the fieldwork, the share of households that hire private tutors is likely higher than reported. This expectation is based on the fact that aptitude tests that are a required part of the university entrance exams for all applicants are not related to any specific school subject, yet, create a high demand for private tutoring. While, as has been noted before, private tutoring reflects economic inequalities in Georgian society, it also contributes to furthering these inequalities. This blog post looks at how the frequency of hiring private tutors in Georgia differs by settlement type and level of education of the interviewed household member.

Compared to other settlements, private tutoring is most widespread in Tbilisi. While 47% of Tbilisi households with school-aged children reported hiring a tutor for at least one school subject, only 32% of rural households reported the same.


Note: All charts in this blog post are based on the sub-sample of households with school-aged children (39% of all households). Thus, margins of error are higher for the reported findings. Answers “Don’t know” and “Refuse to answer” (less than 1% if combined) were excluded from the analysis. 

How the person interviewed was related to the child(ren) of school age living in the same household was not recorded during the interviews. Thus, we do not know his or her role in decisions about the child(ren)’s education, and specifically the hiring of private tutors. Still, we look at their level of education as a proxy for the entire household.

In cases when the household member reported having higher than secondary education, the school-aged children living in his/her household were more likely to have private tutor(s), compared to when the household member reported having secondary technical or secondary and lower education. Higher levels of education are also associated with relatively higher incomes. Hence, households where higher levels of education are reported also are likely to have more resources to cover the costs of private tutoring.


Note: Answer options to the question “What is the highest level of education you have achieved to date?” were recorded in the following way: “Primary education”, “Incomplete secondary education”, and “Completed secondary education” were combined into the category “Secondary education or lower”. “Secondary technical education/vocational education” is labeled “Secondary technical education”. “Incomplete higher education”, “Completed higher education (BA, MA, or Specialist degree)”, and “Post-graduate degree” were combined into the category “Higher than secondary education”. Answers “Don’t know” and “Refuse to answer” (less than 5% if combined) were excluded from the analysis. 

Reported private tutoring practices differ by a number of variables in Georgia. School children living in Tbilisi and in households where interviewed household members report higher levels of education tend to have private tutors more often compared to other children.

To have a closer look at the CRRC/TIG survey data, visit CRRC’s Online Data Analysis tool.