Printer Friendly

Health care reform in the former Soviet Union: beyond the transition.

Research on what has been termed global health is geographically uneven. Much of the published literature can be divided into two categories; that addressing issues which are truly global, such as climate change, pandemic pandemic /pan·dem·ic/ (pan-dem´ik)
1. a widespread epidemic of a disease.

2. widely epidemic.

Epidemic over a wide geographic area.

 influenza influenza or flu, acute, highly contagious disease caused by a virus; formerly known as the grippe. There are three types of the virus, designated A, B, and C, but only types A and B cause more serious contagious infections. , and global health institutions and that addressing issues affecting low-income countries, especially those in sub-Saharan Africa and South Asia This article is about the geopolitical region in Asia. For geophysical treatments, see Indian subcontinent.
South Asia, also known as Southern Asia
. By contrast, there is remarkably little on regions containing middle-income countries, such as the former Soviet Union, the Middle East and North Africa, and the Pacific Islands. Among middle- and low-income countries, a few, such as Bangladesh, Thailand, and Uganda, have been the subject of intensive research while others are almost absent from the literature.

In this study, we examine access to care and its determinants in the context of rapid and diverse change in the funding and delivery of health care in one of these neglected regions, the former Soviet Union, two decades after these countries gained independence. Each country has followed a different trajectory Trajectory

The curve described by a body moving through space, as of a meteor through the atmosphere, a planet around the Sun, a projectile fired from a gun, or a rocket in flight.
 of health system change, and we seek to take a snapshot (1) A saved copy of memory including the contents of all memory bytes, hardware registers and status indicators. It is periodically taken in order to restore the system in the event of failure.

(2) A saved copy of a file before it is updated.
 of access to services for those who believe they need care.

Now is an appropriate time to take stock. The first decade following independence involved a process of state building, as politicians struggled with a new reality in which the old political and economic dogma DOGMA, civil law. This word is used in the first chapter, first section, of the second Novel, and signifies an ordinance of the senate. See also Dig. 27, 1, 6.  no longer applied. They all faced catastrophic financial problems and, in some, gross domestic product per capita [Latin, By the heads or polls.] A term used in the Descent and Distribution of the estate of one who dies without a will. It means to share and share alike according to the number of individuals.  has not yet returned to 1989 levels. Others recovered more rapidly, but this was often as a consequence of profits from oil, gas, and minerals that were concentrated in the hands of a few. Within the available resources countries varied in how much governments were willing to allocate to public budgets and, in turn, the priority they gave to the health budget (Kutzin, Cashin, and Jakab 2010) (Table 1). In those newly independent states New·ly Independent States  
Abbr. NIS
The countries that until 1991 were constituent republics of the USSR, including Armenia, Azerbaijan, Belarus, Georgia, Kazakhstan, Kyrgyzstan, Moldova, Tajikistan, Turkmenistan, Ukraine, and Uzbekistan.
 most affected, the Semashko health system inherited inherited

received by inheritance.

inherited achondroplastic dwarfism
see achondroplastic dwarfism.

inherited combined immunodeficiency
see combined immune deficiency syndrome (disease).
 from the Soviet Union virtually collapsed, as they were unable to raise the necessary funds, skilled health workers left, and pharmaceuticals and technology, now at world prices (or often higher, as the newly privatized distributors took their cut) became unaffordable un·af·ford·a·ble  
Too expensive: medical care that has become unaffordable for many.

 (Rechel and McKee 2009). Some sought, with varying degrees of success, to implement new financing systems based on health insurance, while Azerbaijan, Belarus, Tajikistan, Turkmenistan, Ukraine, and Uzbekistan essentially retained many of the features of the Soviet health system, although in the face of growing economic pressures (Figueras et al. 2004; Kutzin 2010). In many, out-of-pocket payments expanded to fill the space left by drastic reductions of state funds.

They have also struggled to reform health care delivery, with health professionals coming to terms with new roles (Healy and McKee 1997) during the reconfiguration of an inefficient and increasingly obsolete health care estate (Healy and McKee 2002). There were many failures but also some successes, with a few countries managing to implement effective policies and achieve good results despite severe economic and institutional constraints (Kutzin, Jakab, and Cashin 2010; Rechel et al. 2011).

This period was extremely traumatic for those living in the region; they were plunged into uncertainty as the paradigm they had grown up with was abandoned (Field and Twigg 2000). New and unfamiliar institutional frameworks were put in place and those interacting with them had to learn the new rules (Lewis 2000). This was especially difficult for many users of health care, who inevitably include many of the most vulnerable in society who have the fewest economic and social resources.

A series of household surveys we conducted in eight former Soviet countries in 2001 as part of the Living Conditions living conditions nplcondiciones fpl de vida

living conditions nplconditions fpl de vie

living conditions living
, Lifestyles, and Health (LLH LLH Landesbetrieb Landwirtschaft Hessen (Kassel, Germany)
LLH Light Load Hours
LLH Lysyl Hydroxylase
LLH Long Leg Horizontal (structural engineering)
LLH Light Lift Helicopter
LLH Laughing Like a Hyena
) project revealed the impact on ordinary people (Balabanova et al. 2004). In Belarus, which had rejected rapid economic reforms, people were still able to obtain health care without great difficulty (although it was clear even then that the same lack of reform was also causing the country increasingly to fall behind economically, raising questions about the sustainability of the system). By contrast, for those living in Armenia and Georgia, which in addition to more severe economic collapse had experienced major armed conflicts, the systems were clearly failing. Those who needed care were unable to obtain it and, when they were, largely paid out of pocket. Those who were already disadvantaged were experiencing the greatest problems.

In this study, we report the findings from a new wave of surveys undertaken in countries in this region in early 2010. Since our earlier surveys, things have changed considerably, although not in a consistent way. Most of the economies are growing, in some cases rapidly as a consequence of exploiting natural resources. However, the benefits have not been shared by all and while the share of households with income below the poverty line ($1.25 and $3) has fallen since the early 1990s, incomes are now much more unequal and inequalities continue to grow (World Bank 2010).

Many of the new institutions and practices introduced during the transition from socialism are now embedded Inserted into. See embedded system.  in their societies, but reforms to health care financing have proven difficult to implement. Kyrgyzstan and Moldova (Kutzin, Jakab, and Shishkin 2009) have managed to introduce insurance systems with individual enrollment, risk pooling, and output-based payments, although some of these elements can be found in other countries (Kutzin 2010). People in the region now have much greater understanding about how their reconfigured health systems work, although the persistence of informal payments continues to create considerable uncertainty. Populations that were once isolated now have access to developments in the rest of the world, although not necessarily to the democratic systems they see elsewhere. Thus, we were unable to undertake surveys in Turkmenistan, where the government actively suppresses information on the health of its population (Rechel and McKee 2007), or Uzbekistan, which also seeks to control what is reported about it. Finally, the overall stability that has come about in the region remains susceptible to disruption, exemplified by our need to postpone post·pone  
tr.v. post·poned, post·pon·ing, post·pones
1. To delay until a future time; put off. See Synonyms at defer1.

2. To place after in importance; subordinate.
 our survey in Kyrgyzstan because of the civil disorder Civil disorder, also known as civil unrest, is a broad term that is typically used by law enforcement to describe one or more forms of disturbance caused by a group of people.  that erupted in early 2010 while the field work in Georgia was complicated in the aftermath of the conflict with Russia over South Ossetia South Ossetia: see Ossetia.  and Abkhazia.

Our approach draws on the WHO framework that identifies the goals of a health system as not only to improve health but also to ensure responsiveness, fairness, and financial protection (WHO 2007). Access to necessary services is a core element of this concept and this is what we focus upon here. It is not possible, with only two studies only a decade apart, to attribute particular findings to specific reforms with any degree of certainty. Hence, our article is of necessity primarily descriptive.

Our focus is on a region of the world that has a number of specificities, in particular the historical legacy of communist rule for most of the 20th century, ending in political, social, and economic collapse. Nonetheless, we believe that some of our findings do have implications for countries elsewhere, including those emerging from major conflicts or large-scale political change.

Aims and Objectives

The aim of this article is to assess the accessibility and affordability of health care in eight countries of the former Soviet Union. It seeks to achieve this in four ways. The first is to describe overall rates of utilization of care in each country among those who had recent illnesses that they felt justified a consultation. Second, it looks at the characteristics of those who were ill and did not obtain care and asks why they did not. Third, it examines where care is obtained, raising questions of whether patterns of utilization are appropriate. Fourth, it explores the scale and nature of out-of-pocket payments for health care.


Data Sources

Household surveys were undertaken between March and June 2010 in Armenia, Azerbaijan, Belarus, Georgia, Kazakhstan, Moldova, Russia, and Ukraine. These are the same as those included in the 2001 LLH study, with the addition of Azerbaijan but exclusion, for now, of Kyrgyzstan, as noted above. In addition to the exclusion of Uzbekistan and Turkmenistan, for the reasons set out above, the three Baltic States Baltic states, the countries of Estonia, Latvia, and Lithuania, bordering on the eastern coast of the Baltic Sea. Formed in 1918, they remained independent republics until their involuntary incorporation in 1940 into the USSR. They regained their independence in Sept.  were excluded as they are now members of the European Union and thus are quite different from the rest of the region. Tajikistan was excluded for a combination of budgetary and logistical lo·gis·tic   also lo·gis·ti·cal
1. Of or relating to symbolic logic.

2. Of or relating to logistics.

[Medieval Latin logisticus, of calculation

The sampling approach was the same as in the earlier LLH surveys and was designed to capture nationally representative samples of those aged 18 years and older (Pomerleau et al. 2004). A few small regions of Georgia, Russia, and Moldova were omitted from the sampling frame due to geographic inaccessibility, dangerous political situations, and ongoing military actions. The surveys included 1,800 respondents in each country, except in Russia and Ukraine, where 3,000 and 2,000, respectively, were sampled to reflect their larger and more regionally diverse populations. A booster Booster - A data-parallel language.

"The Booster Language", E. Paalvast, TR PL 89-ITI-B-18, Inst voor Toegepaste Informatica TNO, Delft, 1989.
 survey of 400 additional respondents was conducted in Georgia in November 2010 to ensure a fully representative sample, so the total sample size there was 2,200. Individual exclusion criteria exclusion criteria AIDS Donor exclusion criteria, see there  included being institutionalized in·sti·tu·tion·al·ize  
tr.v. in·sti·tu·tion·al·ized, in·sti·tu·tion·al·iz·ing, in·sti·tu·tion·al·iz·es
a. To make into, treat as, or give the character of an institution to.

, hospitalized or homeless, being intoxicated in·tox·i·cate  
v. in·tox·i·cat·ed, in·tox·i·cat·ing, in·tox·i·cates
1. To stupefy or excite by the action of a chemical substance such as alcohol.

 at the time of the survey, and being in the military or in prison. The total sample size was 16,200.

Subjects were selected using multistage random sampling with stratification stratification (Lat.,=made in layers), layered structure formed by the deposition of sedimentary rocks. Changes between strata are interpreted as the result of fluctuations in the intensity and persistence of the depositional agent, e.g.  by region and rural/urban settlement type. Within each primary sampling unit (approximately 100-200 per country), households were selected by standardized random route procedures. One person was randomly chosen from each selected household (nearest coming or last birthday). If after three visits (on different days and times) there was no one at home, the next household on the route was selected. Face-to-face interviews were conducted by trained fieldworkers in the respondents' homes. All persons gave their informed consent prior to their inclusion in the study. The research was approved by the ethics committee ethics committee A multidisciplinary hospital body composed of a broad spectrum of personnel–eg, physicians, nurses, social workers, priests, and others, which addresses the moral and ethical issues within the hospital. See DNR, Institutional review board.  of the London School of Hygiene and Tropical Medicine tropical medicine, study, diagnosis, treatment, and prevention of certain diseases prevalent in the tropics. The warmth and humidity of the tropics and the often unsanitary conditions under which so many people in those areas live contribute to the development and .

Questionnaire Variables

The surveys employed a standardized questionnaire to enable the comparison of countries. It was designed to be compatible, as far as possible, with the LLH surveys, but it also improved in the light of experiences with them. The draft questionnaire was forward and backward translated and piloted before being finalized See finalization. . Except in Russia and Belarus (where all interviews were conducted in Russian) respondents were given the choice of answering in Russian or a local language. The final version contained questions which covered the following: demographic characteristics; social factors such as health service utilization, social capital, living conditions, exercise, alcohol and tobacco; economic characteristics such as income sources, household assets, and economic situation; and a range of self-reported physical and mental health conditions. The questions on utilization of health care employed a shorter recall period than in the 2001 LLH surveys (4 weeks rather than a year) to improve validity.


Our analyses examined the presence of self-reported health problems in the 4 weeks before the interview, asking whether the respondent In Equity practice, the party who answers a bill or other proceeding in equity. The party against whom an appeal or motion, an application for a court order, is instituted and who is required to answer in order to protect his or her interests.  felt that it required health care and, if so, what action he or she took. Those that received health care were asked about out-of-pocket payments they made for that health care (with amounts recorded in national currencies and converted into U.S. dollars using the exchange rates prevailing in March 2010 at the time of the surveys).

The determinants of not seeking care when suffering an illness that the respondent felt justified care were explored using logistic regression In statistics, logistic regression is a regression model for binomially distributed response/dependent variables. It is useful for modeling the probability of an event occurring as a function of other factors. . Potential explanatory ex·plan·a·to·ry  
Serving or intended to explain: an explanatory paragraph.

 variables were demographic, social, and economic characteristics. Demographic variables included sex, age, marital status marital status,
n the legal standing of a person in regard to his or her marriage state.
, education level, disability status, number of persons living in the household, and household location (urban/rural). Social variables included living conditions, frequency of drinking alcohol, coverage by a health insurance scheme (public or private) and social capital elements of trust in people, sense of freedom of choice and control, and active membership of a club or organization, and levels of support. Economic variables included employment status, household economic situation, and number of household assets. Further details on the key variables used in the final regression analysis In statistics, a mathematical method of modeling the relationships among three or more variables. It is used to predict the value of one variable given the values of the others. For example, a model might estimate sales based on age and gender.  can be found in Appendix SA2.

Multivariate analysis was employed to adjust for the influence of the other variables given that some of the putative Alleged; supposed; reputed.

A putative father is the individual who is alleged to be the father of an illegitimate child.

A putative marriage is one that has been contracted in Good Faith and pursuant to ignorance, by one or both parties, that certain
 independent variables are themselves correlated cor·re·late  
v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates
1. To put or bring into causal, complementary, parallel, or reciprocal relation.

. Backward stepwise regression In statistics, stepwise regression includes regression models in which the choice of predictive variables is carried out by an automatic procedure.[1][2][3]  was then used to eliminate variables with odds ratios that were not statistically significant (p < .05). The results of univariate analysis of the separate associations between the individual variables and the outcome are presented, along with the multivariate analysis, which is presented in two separate models. The first multivariate model consists of all the demographic and social and economic variables except the country of residence variable. The second multivariate model added the country variable to explore the influence of country-specific effects. Data were adjusted for the sampling design effect.


Illness and Utilization

Thirty-four percent (n = 5,519) of all respondents reported an illness in the previous week, but this varied considerably among countries, from 17 percent in Azerbaijan to 52 percent in Georgia. However, 678 of them did not believe their illness was of sufficient severity to justify seeking care, leaving 45 percent (n = 2,184) of those reporting illness who did feel care was justified but who did not seek it. This figure varied considerably, from 61 percent in Georgia to 30 percent in Moldova (Figure 1).

Who Does Not Seek Care When Needed?

The next step was to determine the demographic and socioeconomic characteristics of those who did not obtain care despite feeling it was justified, and the results of the regression analysis are shown in Table 2. For brevity Brevity
Adonis’ garden

of short life. [Br. Lit.: I Henry IV]


symbolic of transitoriness of life. [Art: Hall, 54]

cherry fair

cherry orchards where fruit was briefly sold; symbolic of transience.
, only those variables for which there was a significant association are shown. The significant characteristics shown in the univariate analysis remain significant after adjustment in the multivariate analysis, with the exception of coverage by health insurance, which only becomes significant when the other significant variables are taken into account. Having greater than primary education and being aged 35-49 is associated with lower probability to seek care when needed. Those with only primary education in the former Soviet Union are a now small proportion of the population and often tend to have missed out on education because of disabilities from childhood. Residing in a rural area significantly reduced the likelihood of obtaining care. Utilization is predictably associated with having a long-term illness or certified See certification.  disability, both of which are likely to require frequent access to services and thus familiarity with the system. People perceiving their financial situation to be "bad" or having the fewest household assets (three or less) were significantly less likely to seek care when needed. More frequent alcohol use is also significantly associated with lower probability of obtaining care.

Those living in Armenia, Georgia, and Ukraine were significantly less likely to obtain care when needed when compared to Russia. However, those in Moldova were more likely to do so. When adjusting for country of residence, in model 2, most predictors still hold, apart from marital status and education.

Why Do People Not Obtain Care When They Believe They Need It?

Respondents were asked why they did not seek care and could give multiple responses. The most frequent reason cited for not seeking health care (55 percent of the 2,184 who thought that care would have been justified) was the cost of treatment (including drugs), followed by the choice to self-treat (Figure 2). However, self-treatment often involves using various cheaper drugs and traditional remedies and may infer not having resources to obtain conventional treatment.

The proportion of those with illness seen as justifying care who cited unaffordability (of either treatment or drugs) varied hugely across countries, from 70 and 58 percent, respectively, in Georgia and Azerbaijan to under 5 and 3 percent, respectively, in Russia and Belarus (Table 3). However, Belarus, Kazakhstan, and Ukraine have the highest share of those who choose to self-treat despite stating that their condition was serious enough to justify seeking care, suggesting that cheaper home-based treatment may be a substitute for accessing the health system in those countries. Problems related to lack of time, geographical inaccessibility, and lack of health insurance did not appear to deter access.

Where Do People Obtain Care?

Of those reporting a health problem, 2,639 (48 percent) consulted a health care professional. These included primary care physicians (including family physicians where these exist) (48 percent of respondents who sought health care), specialists (33 percent), pharmacists This is a list of notable pharmacists.
  • Dora Akunyili, Director General of National Agency for Food and Drug Administration and Control of Nigeria
  • Charles Alderton (1857 - 1941), American inventor the soft drink Dr Pepper
  • George F.
 (7 percent), feldshers (health workers with basic medical training that played an important role in delivering care, especially in rural areas, in the Soviet system) (5 percent), dentists (3 percent), midwives (2 percent), alternative medicine specialists (1 percent), and others (1 percent).


Most of those who did seek care consulted primary care physicians. The Soviet system employed large numbers of what were termed specialists with very basic training in a narrow field (in part reflecting the Soviet system of undergraduate specialization A career option pursued by some attorneys that entails the acquisition of detailed knowledge of, and proficiency in, a particular area of law.

As the law in the United States becomes increasingly complex and covers a greater number of subjects, more and more attorneys are
). The retraining re·train  
tr. & intr.v. re·trained, re·train·ing, re·trains
To train or undergo training again.

 of many of these specialists as family physicians has been a major feature of health reforms in the region over the past decade, albeit with varying degrees of success. The balance between consultations with primary care physicians and specialists varied among countries, with the former predominating in Moldova (77 percent), while the share of consultations with primary care physicians and specialists is about equal in Georgia (40 and 39 percent, respectively).

Compared to the previous 2001 LLH surveys, the use of feldshers and midwives has fallen (4 percent of users living in urban areas consulting with a feldsher or midwife MIDWIFE, med. jur. A woman who practices midwifery; a woman who pursues the business of an account.
     2. A midwife is required to perform the business she undertakes with proper skill, and if she be guilty of any mala praxis, (q.v.
; 11 percent living in rural areas). Rural utilization varied from 4 percent in Azerbaijan to 16 percent in Kazakhstan and 21 percent in Ukraine.

Payment for Health Care

Among the 2,639 respondents who sought health care in the last 4 weeks, out-of-pocket payment (formal and informal) for health care is commonplace (Table 4). This is surprising given that 95 percent of respondents in the sample as a whole nominally have access to care funded from general government revenues or insurance (26 percent government revenues and 69 percent insurance). The frequency of out-of-pocket payment varies, with four out of five respondents using outpatient facilities in Azerbaijan making out-of-pocket payments compared with less than one in five in Belarus and Russia. The median out-of-pocket payments for outpatient care vary from $9 in Belarus to $29 in Russia and for inpatient care inpatient care Managed care Services delivered to a Pt who needs physician care for > 24 hrs in a hospital  from $0.04 in Kazakhstan to $172 in Azerbaijan. Payment for drugs is common in all countries, although country differentials are high and payments were extremely high in Azerbaijan. The highest level of expenditure (expressed as a proportion of annual per capita GDP GDP (guanosine diphosphate): see guanine.  in 2009) on total health care and drugs (for the 1-month recall period) were in Azerbaijan (1.03 percent), Georgia (0.83 percent), and Moldova (0.83 percent). The lowest proportions were in Belarus (0.10 percent), Kazakhstan (0.15 percent), and Russia (0.17 percent) (Table 4).



Many of the health reforms implemented in the former Soviet Union following independence sought to mobilize mo·bi·lize
1. To make mobile or capable of movement.

2. To restore the power of motion to a joint.

3. To release into the body, as glycogen from the liver.
 and restructure financing and improve efficiency without compromising the affordability and accessibility of health services health services Managed care The benefits covered under a health contract  for vulnerable groups. However, evidence about the situation facing users "on the ground" is scarce. This study seeks to redress Compensation for injuries sustained; recovery or restitution for harm or injury; damages or equitable relief. Access to the courts to gain Reparation for a wrong.

REDRESS. The act of receiving satisfaction for an injury sustained.
 this by employing a set of comparable, nationally representative surveys conducted in eight countries.

The study has some limitations. First, it is a cross-sectional descriptive study that by its design cannot attribute change to particular policies. Instead, we sought to interpret access to services in the context of ongoing health reforms by describing the broader fiscal contexts and priority given to funding the health system within the public budgets across the study countries (Table 1). Second, it used a standardized questionnaire to provide comparable data between the countries, and the meanings of certain terms could potentially have varied between countries, although this risk was minimized through a thorough process of re-translation, pretesting and piloting, and external validity External validity is a form of experimental validity.[1] An experiment is said to possess external validity if the experiment’s results hold across different experimental settings, procedures and participants.  tests. Third, we were unable to obtain objective information on the health problems reported by respondents over the previous 4 weeks, and reliance on subjective understanding of a health problem and their threshold for seeking care inevitably reflects their individual experiences and expectations of the health care system. This threshold appears to be higher in countries where health systems are less effective (e.g., just 40 percent of respondents in Georgia with a health care problem sought care compared to 70 percent in Moldova or 62 percent in Russia). As a result, the study findings may underestimate the scale of the problem where the situation is worst. Fourth, there may have been some recall problems especially about payment for care. A 4-week recall period was introduced to improve accuracy (it was 12 months in the 2001 survey), but this reduced the sample size in the regression analysis which meant there was insufficient power to look at differences in explanatory factors among countries and between regions in the larger countries. Fifth, as noted above, certain geographic regions of countries were excluded, due to inaccessibility although these regions accounted for only small proportions of the populations in the study countries (approximately 3 percent of the Georgian population, 5 percent of the Moldovan population, and 2 percent of the population of the Russia). Although there are major logistical and security constraints to doing so, future studies of these excluded populations would be useful as they are likely to have different patterns of health care utilization.

The analysis indicates the persistence of considerable problems with access to health services in the region, with only a half of those who thought their illness justified consulting a health professional actually seeking care. While some differences in health-seeking behavior are to be expected due to cultural norms and attitudes shaping the way people interact with the health system, <50 percent of those reporting illness in Armenia, Georgia, and Ukraine reported seeking care. Our earlier analysis also found that the situation was much worse in Georgia and Armenia than elsewhere, while at that time the situation in Ukraine was much closer to that in Russia (Balabanova et al. 2004). Although the scale of these problems has slightly decreased in the current surveys, unaffordability has persisted despite attempts at reform, particularly in Georgia (Gotsadze, Zoidze, and Vasadze 2005). Our findings are consistent with those from other country-level surveys in Moldova (Richardson et al. 2011) and Russia (Balabanova, Falkingham, and McKee 2003).

Interestingly, the current study indicates that geographical access may not be a major barrier to seeking care. Payments for transport were generally low. Since independence, all of the countries except Azerbaijan have introduced family practitioners trained in modern primary health care to replace the poorly trained and equipped district physicians, although the distribution of family practitioners remains uneven in many of the countries (Rese et al. 2005). However, the extent to which this has been achieved varies greatly among countries-family practitioners operate in rural areas in Russia and Belarus and in pilot regions of Georgia and Ukraine. Even where there are family practitioners in place, they are often not supported and are under-resourced, limiting their effectiveness. The creation of a new cadre (company) CADRE - The US software engineering vendor which merged with Bachman Information Systems to form Cayenne Software in July 1996.  of family physicians was in large part to address the bypassing of the district physicians that began in the dying days of the Soviet Union, so reinvigorating primary care (Healy and McKee 1997). Our findings indicate that primary care physicians (some of whom will include the new family practitioners) are the main group of health care provider consulted. With the exception of Kazakhstan and Ukraine, the feldsher system is largely obsolete now that health systems have, in theory, the capacity to deliver modern health care that extends beyond first aid and symptomatic relief. While migration of health workers and deteriorating de·te·ri·o·rate  
v. de·te·ri·o·rat·ed, de·te·ri·o·rat·ing, de·te·ri·o·rates
To diminish or impair in quality, character, or value:
 infrastructure are causes for concern, access to first-line providers near to people's homes appears to be maintained.

Governments in this region have inherited an expectation that they will provide, at least in theory, universal health coverage, which in some countries is enshrined in constitutions. However, they have also had to confront stark challenges. Availability of funds has reduced as they have struggled to establish effective systems to raise revenues. The scope of health care has expanded with the availability of often expensive Western drugs and other elements of modern medicine. Governments have responded in different ways. Some measures are explicit, such as by introducing cost sharing or reducing the package of care that is funded (Gotsadze and Gaal 2010). Others are implicit, allowing capacity to wither, tolerating a growing gap between entitlement and capacity. The consequence has been, to varying degrees, a form of de facto [Latin, In fact.] In fact, in deed, actually.

This phrase is used to characterize an officer, a government, a past action, or a state of affairs that must be accepted for all practical purposes, but is illegal or illegitimate.
 privatization privatization: see nationalization.

Transfer of government services or assets to the private sector. State-owned assets may be sold to private owners, or statutory restrictions on competition between privately and publicly owned
. In this situation, where citizens are denied the usual remedies of voice and exit, they have instead opted for what has been termed "inxit," or informal exit, whereby the remain partly within the public system, using its staff and facilities, and partly outside it, as they pay out of pocket for the service they receive (Gaal and McKee 2004). Inevitably, given that a major purpose of public funding Public funding is money given from tax revenue or other governmental sources to an individual, organization, or entity. See also
  • Public funding of sports venues
  • Research funding
  • Funding body
 of health care is to redistribute re·dis·trib·ute  
tr.v. re·dis·trib·ut·ed, re·dis·trib·ut·ing, re·dis·trib·utes
To distribute again in a different way; reallocate.
 resources from the rich and well to the poor and ill, this has the greatest impact on the most vulnerable individuals.

Attempts to formalize the situation by implementing formal payments, in the hope that they will displace dis·place  
tr.v. dis·placed, dis·plac·ing, dis·plac·es
1. To move or shift from the usual place or position, especially to force to leave a homeland:
 informal payments, have not been successful in Armenia (Hakobyan et al. 2006). However, in Kyrgyzstan results of a recent longitudinal lon·gi·tu·di·nal
Running in the direction of the long axis of the body or any of its parts.
 survey of payment for care in Kyrgyz hospitals shows a clear reduction in the overall level of out-of-pocket payments between 2001 and 2006 as well as reductions in informal payments. While informal payments to health workers slightly increased over the period, this was more than offset by reductions in informal payments for drugs and medical supplies (Jakab and Kutzin 2009; Kutzin 2010). While large sums are still being paid for specialist care, the frequency of payment has declined for routine consultations and treatment and there appears to have been sustained decrease in out-of-pocket and informal payments (Falkingham, Akkazieva, and Baschieri 2010; Ministry of Health 2011). There is also some evidence from Russia, where regions now have the ability to impose different payment schemes, that formal and informal payments may substitute for one another (Aarva et al. 2009).

Other efforts to implement reforms of financing have also been problematic. There have been many attempts to introduce forms of health insurance, dating from the mid-1990s. Most countries have draft laws, some have been enacted, and some have been at least partly implemented. However, these policies were subsequently reversed in Georgia and Kazakhstan (Rechel and McKee 2009). Thus, in Georgia, payroll-based earmarked tax for health care was abolished in 2004 and a radically different system based on private insurance was introduced in 2008 (Chanturidze et al. 2009). The two countries in this study that currently have health insurance systems, Moldova and Russia, have not managed to achieve universal coverage, with some groups being particularly difficult to include (Balabanova, Falkingham, and McKee 2003; Jowett and Shishkin 2010).

An important historical feature of health care systems in this region was the existence of employment-based health services for employees of major industries, the military, transport workers, and civil servants, among others. Use of these "parallel" services is now extremely low with the exception of Azerbaijan. This is likely to reflect a combination of privatization of industry (although this has varied considerably among countries) and reduced resources to those sectors still within the state apparatus.

In the absence of formal support, people experiencing illness employ a range of coping strategies The German Freudian psychoanalyst Karen Horney defined four so-called coping strategies to define interpersonal relations, one describing psychologically healthy individuals, the others describing neurotic states. . These include self-treatment with herbs, alcohol, and traditional medicines (Brown and Rusinova 2002). This may be a cultural preference (e.g., in Belarus and Ukraine), but it is likely that it is often used as a substitute for mainstream health care. If this is considered a manifestation man·i·fes·ta·tion
An indication of the existence, reality, or presence of something, especially an illness.

 of affordability, then the situation is likely to be rather worse than at first seems from the responses to the question of reasons for not seeking care. Unsurprisingly, reported unaffordability was most commonly reported from Georgia where the benefits package is most tightly circumscribed circumscribed /cir·cum·scribed/ (serk´um-skribd) bounded or limited; confined to a limited space.

Bounded by a line; limited or confined.
, and in Azerbaijan, where out-of-pocket payments for care are highest.

A majority of respondents report making out-of-pocket payments despite large-scale reforms that have sought to improve financial protection. Paying to obtain treatment (including formal or informal payment) is now almost universal, showing a dramatic increase since 2001. Although some of this difference can be attributed to different recall period (with payments less accurately reported for the 1-year period compared to the 4 weeks in the current study), there are substantial increases in most countries. It is important to note that the composition and level of expenditure varies. More than three quarters of respondents in Azerbaijan paid for outpatient care and the amounts are high. Payments for inpatient care are more common in Kazakhstan and Belarus, but the amounts paid are much lower than elsewhere. An alarming finding is that expenditure on drugs is now becoming very significant and is commensurate com·men·su·rate  
1. Of the same size, extent, or duration as another.

2. Corresponding in size or degree; proportionate: a salary commensurate with my performance.

 with payment for outpatient care. For example, payments for drugs are high even where patients are protected from out-of-pocket payments for care; this may help explain why in countries such as Belarus use of homemade drugs and treatments is high despite formal access not being a problem. A high proportion of those who had used services paid for drugs regardless of the health financing system. This is in part a legacy of the Semashko system, where outpatient pharmaceutical costs were not part of the universal package; this has allowed governments to omit o·mit  
tr.v. o·mit·ted, o·mit·ting, o·mits
1. To fail to include or mention; leave out: omit a word.

a. To pass over; neglect.

 many pharmaceutical costs from the general package of benefits made available to the population. The cost of pharmaceuticals in the region is also higher as a result of market forces: there is inadequate capacity in the former Soviet Union to manufacture all the drugs needed for the population so most are imported, generally through privatized supply networks, at high cost. The pharmaceutical sector is among those that were fully liberalized after the transition with often limited safeguards (Balabanova and Coker 2008). There is evidence of extensive inappropriate prescribing (Danishevski, McKee, and Balabanova 2008) and there is strong resistance from patients and physicians to the substitution of brand-name drugs with generics. One manifestation of this is the irregular use of medication by those suffering from hypertension (Roberts et al. 2010).

The analysis of determinants of utilization presents an interesting picture. In the 2001 survey, there was much more variation between sociodemographic and economic groups. Only the poorest and most disadvantaged groups are now significantly less likely to obtain care. Now, country of residence and having a long-term illness or disability are the variables most strongly associated with the probability of not using health services, suggesting that there are structural issues affecting the whole population. For example, Georgia has devoted a low proportion of its national income to public health care and has high out-of-pocket payments and poor access to care when needed. Moldova, which is much poorer, has given a higher priority to government health care expenditure, achieving lower out-of-pocket payments and has better access to care (Table 1 and Figure 1). In the early stages of transition, during the initial health care reforms, personal knowledge and advice from others, many of whom were themselves struggling to understand how to navigate an unfamiliar system, may have been crucial in facilitating access to appropriate care. These may have become less important as the reforms advance and rules are set, with the reform design and implementation more likely to affect actual reality on the ground.

In general, this article shows that the countries are diverging di·verge  
v. di·verged, di·verg·ing, di·verg·es

1. To go or extend in different directions from a common point; branch out.

2. To differ, as in opinion or manner.

 from each other and the nature of their problems is increasingly different. The countries of the South Caucasus South Caucasus, also referred to as Transcaucasia or Transcaucasus, is the southern portion of the Caucasus region between Europe and Asia, extending from the Greater Caucasus to the Turkish and Iranian borders, between the Black and Caspian Seas.  (Armenia, Azerbaij an, and Georgia) continue to experience sustained problems in their health systems, consistent with their overall economic and political situations. The very limited state health expenditure in all three countries has resulted in the continuing growth of out-of-pocket payments, and in the case of Armenia, offset by remittances
Remittance can also refer to the accounting concept of a monetary payment transferred by a customer to a business

Remittances are transfers of money by foreign workers to their home countries.
 from relatives living abroad (Roberts and Banaian 2004). In Russia, Moldova, and Belarus, gaps in coverage gaps are less severe, potentially reflecting the greater political priority afforded to the health sector in these countries.

In summary, while the eight countries included in this analysis have suffered major political and economic problems, with widening socioeconomic inequalities, inequalities in access to health care within countries have declined compared to our 2001 study. These findings are encouraging, although it is difficult to attribute these improvements to specific reforms. Despite efforts to implement reforms to health system financing and delivery of care, with the goal of universal financial protection, results have not been encouraging, particularly in central Asia and the Caucasus. Armenia and Georgia show similar or worse access than in 2001 (although in Georgia, where reforms were introduced in 2008, it may be too soon to assess the results). Even in countries that have implemented new financing mechanisms, significant elements of the population are excluded and they confront other obstacles such as inadequate infrastructure. In many countries, out-of-pocket payments remain common and expensive, and what progress has been made is vulnerable to future economic problems. There are still significant unmet un·met  
Not satisfied or fulfilled: unmet demands. 
 needs among the most vulnerable which require targeted strategies.

DOI (Digital Object Identifier) A method of applying a persistent name to documents, publications and other resources on the Internet rather than using a URL, which can change over time. : <OD>10.1111/j.1475-6773.2011.01323.x</DO>


Joint Acknowledgment/Disclosure Statement: The H ITT ITT Initial Teacher Training (UK)
ITT I Think That
ITT Invitation To Tender
ITT Individual Time Trial (professional cycling)
ITT Intention-To-Treat
ITT In This Thread (forums) 
 Project was funded by the European Union's 7th Framework Program, project HEALTH-F2-2009223344. The European Commission cannot accept any responsibility for any information provided or views expressed.

We are grateful to all members of the Health in Times of Transition Project (HITT HITT Heparin-induced thrombocytopenia/thrombosis, see there ) study teams who participated in the coordination and organization of data collection for this working paper. We are also grateful to the anonymous referees for their helpful suggestions.

Disclosures: None.

Disclaimers: None.


Aarva, E, I. Ilchenko, P. Gorobets, and A. Rogacheva. 2009. "Formal and Informal Payments in Health Care Facilities in Two Russian Cities, Tyumen and Lipetsk." Health Policy Plan 24 (5): 395-405.

Balabanova, D., and R. Coker. 2008. "Health Systems of Russia and Former USSR USSR: see Union of Soviet Socialist Republics. ." In International Encyclopedia of Public Health The Encyclopedia of Public Health is a reference set of four volumes covering all aspects of public health for the lay reader. It covers infectious diseases and other topics related to public health, such as causes of injury or chronic diseases. , edited by K. Heggenhougen and S. Quah, pp. 627-37. San Diego San Diego (săn dēā`gō), city (1990 pop. 1,110,549), seat of San Diego co., S Calif., on San Diego Bay; inc. 1850. San Diego includes the unincorporated communities of La Jolla and Spring Valley. Coronado is across the bay. , CA: Academic Press.

Balabanova, D. C.,J. Falkingham, and M. McKee. 2003. "Winners and Losers: Expansion of Insurance Coverage in Russia in the 1990s." American Journal of Public Health 93 (12): 2124-30.

Balabanova, D., M. McKee, J. Pomerleau, R. Rose, and C. Haerpfer. 2004. "Health Service Utilization in the Former Soviet Union: Evidence from Eight Countries." Health Services Research Health services research is the multidisciplinary field of scientific investigation that studies how social factors, financing systems, organizational structures and processes, health technologies, and personal behaviors affect access to health care, the quality and cost of health care,  39 (6 Pt 2): 1927-50.

Brown,J, and N. Rusinova. 2002. "Curing and Crippling crip·ple  
1. A person or animal that is partially disabled or unable to use a limb or limbs: cannot race a horse that is a cripple.

2. A damaged or defective object or device.

: Biomedical bi·o·med·i·cal
1. Of or relating to biomedicine.

2. Of, relating to, or involving biological, medical, and physical sciences.
 and Alternative Healing alternative healing Natural healing A philosophical stance based on alternative medicine principles, in which a person is returned to a state of well-being through a therapy that is not 'mainstream' in nature. See Alternative medicine.  in Post-Soviet Russia." The Annals an·nals  
1. A chronological record of the events of successive years.

2. A descriptive account or record; a history: "the short and simple annals of the poor" 
 of the American Academy of Political and Social Science 583 (1): 160-72.

Chanturidze, T., T. Ugulava, A. Duran, T. Ensor, and E. Richardson. 2009. "Georgia: Health System Review." Health Systems in Transition 11 (8): 1-116.

Danishevski, K., M. McKee, and D. Balabanova. 2008. "Prescribing in Maternity MATERNITY. The state or condition of a mother.
     2. It is either legitimate or natural. The former is the condition of the mother who has given birth to legitimate children, while the latter is the condition of her who has given birth to illegitimate children.
 Care in Russia: The Legacy of Soviet Medicine." Health Policy 85: 242-51.

Falkingham, J., B. Akkazieva, and A. Baschieri. 2010. "Trends in Out-of-Pocket Payments for Health Care in Kyrgyzstan, 2001-2007." Health Policy Plan 25 (5): 427-36.

Field, M. G., and J. L. Twigg. 2000. Russia's Torn Safety Nets: Health and Social Welfare during the Transition. New York New York, state, United States
New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of
: St Martin's Press.

Figueras, J., M. McKee, J. Cain, and S. Lessof. 2004. Health Systems in Transition: Learning from Experience. Copenhagen: European Observatory on Health Care Systems.

Gaal, P., and M. McKee. 2004. "Informal Payment for Health Care and the Theory of 'INXIT'." The International Journal of Health Planning and Management 19 (2): 163-78.

Gotsadze, G., and P. Gaal. 2010. "Coverage Decisions: Benefit Entitlements and Patient Cost Sharing." In Implementing Health Financing Reform: Lessons from Countries in Transition, edited by J. Kutzin, C. Cashin, and M. Jakab, pp. 187-217. Copenhagen: World Health Organization.

Gotsadze, G., A. Zoidze, and O. Vasadze. 2005. "Reform Strategies in Georgia and Their Impact on Health Care Provision in Rural Areas: Evidence from a Household Survey." Social Science and Medicine 60:809-21.

Hakobyan, T., M. Nazaretyan, T. Makarova, M. Aristakesyan, H. Margaryants, and E. Nolte. 2006. "Armenia: Health System Review." Health Systems in Transition 8 (6): 1-180.

Healy, J., and M. McKee. 1997. "Health Sector Reform in Central and Eastern Europe The term "Central and Eastern Europe" came into wide spread use, replacing "Eastern bloc", to describe former Communist countries in Europe, after the collapse of the Iron Curtain in 1989/90. : The Professional Dimension." Health Policy and Planning 12: 186-95.

--. 2002. "Implementing Hospital Reform in Central and Eastern Europe." Health Policy and Planning 61:1-19.

Jakab, M., and J. Kutzin. 2009. Improving Financial Protection in Kyrgyzstan through Reducing Informal Payments. Evidence from 2007-06. Policy Research Paper 57. Bishkek: Health Policy Analysis Unit (DFID/WHO).

Jowett, M., and S. Shishkin. 2010. Extending Population Coverage in the National Health Insurance Scheme in the Republic of Moldova. Health Financing Policy Paper 2010/1. Copenhagen: World Health Organization, Regional Office for Europe.

Kutzin, J., C. Cashin, and M. Jakab (eds). 2010. Implementing Health Financing Reform: Lessons from Countries in Transition. Copenhagen, Denmark: World Health Organization, on behalf of the European Observatory on Health Systems and Policies.

Kutzin, J., M. Jakab, and C. Cashin. 2010. "Lessons from Health Financing Reform in Central and Eastern Europe and the Former Soviet Union." Health Economics, Policy, and Law 5 (2): 135-47.

Kutzin, J., M. Jakab, and S. Shishkin. 2009. "From Scheme to System: Social Health Insurance Funds and the Transformation of Health Financing in Kyrgyzstan and Moldova." Advances in Health Economics and Health Services Research 21: 291-312.

Lewis, M. 2000. Who Is Paying for Health Care in Eastern Europe Eastern Europe

The countries of eastern Europe, especially those that were allied with the USSR in the Warsaw Pact, which was established in 1955 and dissolved in 1991.
 and Central Asia? Washington, DC: World Bank.

Ministry of Health. 2011. Evaluation of National Health Programme "Manas Taalimi". Bishkek: Ministry of Health.

Pomerleau, J., A. Gilmore, M. McKee, R. Rose, and C. W. Haerpfer. 2004. "Determinants of Smoking in Eight Countries of the Former Soviet Union: Results from the Living Conditions, Lifestyles and Health Study." Addiction 99: 1577-85.

Rechel, B., and M. McKee. 2007. "The Effects of Dictatorship dictatorship

Form of government in which one person or an oligarchy possesses absolute power without effective constitutional checks. With constitutional democracy, it is one of the two chief forms of government in use today.
 on Health: The Case of Turkmenistan." BMC (BMC Software, Inc., Houston, TX, A leading supplier of software that supports and improves the availability, performance, and recovery of applications in complex computing environments.  Medicine 5:21.

--. 2009. "Health Reform in Central and Eastern Europe and the Former Soviet Union." Lancet lancet /lan·cet/ (lan´set) a small, pointed, two-edged surgical knife.

 374 (9696): 1186 95.

Rechel, B., M. Ahmedov, B. Akkazieva, A. Katsaga, G. Khodjamurodov, and M. McKee. 2011. "Lessons from Two Decades of Health Reform in Central Asia." Health Policy and Planning [Epub ahead of print].

Rese, A., D. Balabanova, K. Danishevski, M. McKee, and R. Sheaff. 2005. "Implementing General Practice in Russia: Getting beyond the First Steps." British Medical Journal The British Medical Journal, or BMJ, is one of the most popular and widely-read peer-reviewed general medical journals in the world.[2] It is published by the BMJ Publishing Group Ltd (owned by the British Medical Association), whose other  331 (7510): 204-7.

Richardson, E., B. Roberts, V. Sava, R. Menon, and M. McKee. 2011. "Health Insurance Coverage and Health Care Access in Moldova." Health Policy and Planning. [Epub ahead of print].

Roberts, B. W., and K. Banaian. 2004. Remittances in Armenia: Size, Impacts, and Measures to Enhance Their Contribution to Development. Yerevan: USAID USAID United States Agency for International Development
USAID Agencia de los Estados Unidos para el Desarrollo Internacional (Spanish) 

Roberts, B., A. Stickley, D. Balabanova, and M. McKee. 2010. "Irregular Treatment of Hypertension in the Former Soviet Union." The Journal of Epidemiology epidemiology, field of medicine concerned with the study of epidemics, outbreaks of disease that affect large numbers of people. Epidemiologists, using sophisticated statistical analyses, field investigations, and complex laboratory techniques, investigate the cause  and Community Health. [Epub ahead of print].

WHO. 2007. Everybody's Business: Strengthening Health Systems to Improve Health Outcomes. WHO's Framework for Action. Geneva Geneva, canton and city, Switzerland
Geneva (jənē`və), Fr. Genève, canton (1990 pop. 373,019), 109 sq mi (282 sq km), SW Switzerland, surrounding the southwest tip of the Lake of Geneva.
: World Health Organization.

World Bank. 2010. World Development Indicators. Washington, DC: World Bank [accessed March 2011]. Available at:


Additional supporting information may be found in the online version of this article:

Appendix SA1: Author Matrix.

Appendix SA2: List of Key Variables Included in Regression Analysis.

Please note: Wiley-Blackwell is not responsible for the content or functionality of any supporting materials supplied by the authors. Any queries (other than missing material) should be directed to the corresponding author for the article.

Address correspondence to Dina Balabanova, Ph.D., Doctor, London School of Hygiene and Tropical Medicine, Faculty of Public Health and Policy, 15-17 Tavistock Place, London WC 1H 9SH, UK; e-mail: Bayard Roberts, Ph.D., Erica Richardson, Ph.D., and Martin McKee, MD, are with the London School of Hygiene and Tropical Medicine, Faculty of Public Health and Policy, London, UK. Christian Haerpfer, Ph.D., is with the Department of Politics and International Relations international relations, study of the relations among states and other political and economic units in the international system. Particular areas of study within the field of international relations include diplomacy and diplomatic history, international law, , School of Social Science, University of Aberdeen The University of Aberdeen is an ancient university founded in 1495, in Old Aberdeen, Scotland and a world-renowned centre for teaching and research. It is the fifth oldest university in the United Kingdom and the wider English-speaking world. , Aberdeen, UK.
Table 1: Key Health System Indicators of the Study Countries
(Various Sources, Most Recent Data Available)

                GDP per                           Total
             Capita, PPP *                     Government
               [current                        Expenditure
             international       Gini         as % of GDP,
              $, 2009] *     Coefficient *   2008 ([dagger])

Armenia          5,279        30.2 (2007)         21.5
Azerbaijan       9,638        16.8 (2005)         34
Belarus         13,040        28.8 (2007)         49.5
Georgia          4,774        0.78 (2005)         36.4
Kazakhstan      11,510        30.9 (2007)         22.3
Moldova          2,854        37.4 (2007)         41.6
Russia          18,963        43.7 (2007)         33.6
Ukraine          6,318        27.6 (2008)         44.5

              Public Sector     Public Sector
               Expenditure       Expenditure         Public
              on Health as      on Health as         Sector
               % of Total        % of Total        Expenditure
               Government          Health           on Health
              Expenditure,      Expenditure,       as % of GDP,
             2008 ([dagger])   2008 ([dagger])   2008 ([dagger])

Armenia            7.6              43.7               1.6
Azerbaijan         2.6              24                 0.9
Belarus            9.9              75.3               4.9
Georgia            4.9              20.7               1.8
Kazakhstan        10.8              65.7               2.4
Moldova           13                50.5               5.4
Russia            10.2              65.5               3.4
Ukraine            8.6              56.1               3.8

                 Private            Health
               Households'         Insurance
              Out-of-Pocket         Scheme
               Payment on          [Yes/No,
                Health as         2010] (% of
                % of Total       Total Health
                 Health           Expenditure
              Expenditure,         in 2006]
             2008 ([dagger])   ([double dagger])

Armenia           50.9         No
Azerbaijan        67.8         No
Belarus           17.4         No
Georgia           66.3         No. State
                                 for specific
Kazakhstan        33.7         No
Moldova           48.4         Yes [35.211/o]
Russia            28.3         Yes [26.7%]
Ukraine           40.7         No

                    (% of Total
                      Health               Physicians
                   Expenditure,           per 100,000,
                 2006] ([section])       2009 ([dagger])

Armenia      Yes [0.1] ([paragraph])               346
Azerbaijan   Yes [0.1] ([paragraph])               367
Belarus      Yes [<0.1]                            511
Georgia      Yes                                   467
             [10%, 2008] ([paragraph])
Kazakhstan   Yes [n/a]                             381
Moldova      Yes [0.2]                             310
Russia       Yes [3.7%]                     431 (2006)
Ukraine      Yes * [0.5%]                          315

* World Development Indicators online:

([dagger]) WHO Health for all database:

([double dagger]) Rechel and McKee (2009).

([section]) Kutzin (2010).

([paragraph]) These estimates do not include the community-based
insurance schemes (CBHI) existing in Armenia, Georgia,
Azerbaijan, and Ukraine (Kutzin, Ca shin, and jakab 2010). These
are subregional insurance schemes run by donors or local NGOs
that exist in parallel to the mainstream health financing systems
and have emerged as a coping mechanism given the failure of the
public health system to deliver essential services. Although in
some cases the size of population covered is significant (15% of
all rural population in Armenia), they have been hampered by low
participation rates and lack of integration with the health

Table 2: Characteristics Associated with Being III But not
Seeking Health Care, across All Countries

                                            Univariate Analysis

Characteristic                 N       OR      [95% CI]       p-Value

Russia                           950   1.00
Armenia                          558   1.71#   [1.28; 2.27]     .00#
Azerbaijan                       312   1.14    [0.82; 1.59]     .42
Belarus                          703   1.09    [0.84; 1.42]     .51
Georgia                        1,059   2.52#   [2.06; 3.09]     .00#
Kazakhstan                       515   1.07#   [0.81; 1.42]     .62
Moldova                          707   0.71#   [0.56; 0.90]     .01#
Ukraine                          715   1.79#   [1.44; 2.23]     .00#
Age (years)
  18-34                        1,209   1.00
  35-49                        1,376   1.47#   [1.24; 1.74]     .00
  50-64                        1,586   1.17    [0.99; 1.37]     .06
  65+                          1,348   0.99    [0.82; 1.19]     .92
Education level
  Incomplete                     913   1.00
    secondary or lower
  Completed secondary          2,039   1.20#   [1.01; 1.43]     .04#
  Completed special            1,443   1.24#   [1.03; 1.50]     .02#
  Completed higher             1,116   1.26#   [1.03; 1.53]     .02#
Marital status
  Married                      3,284   1.00
  Single                         704   0.95    [0.79; 1.15]     .61
  Divorced/widowed             1,505   0.84#   [0.73; 0.96]     .01#
Disability status
  No disability                4,713   1.00
  Disability                     801   0.52#   [0.44; 0.61]     .00#
Place of living
  Urban area                   3,242   1.00
  Rural area                   2,277   1.23#   [1.06; 1.42]     .01#
Self-reported economic situation of the household
  Good                           720   1.00
  Average                      2,900   1.14    [0.94; 1.39]     .19
  Bad                          1,843   1.62#   [1.30; 2.01]     .00#
Household asset score
  Quartile 1 (highest)           852   1.00
  Quartile 2                   1,141   1.27#   [1.04; 1.54]     .02#
  Quartile 3                   1,392   1.21#   [1.01; 1.46]     .04#
  Quartile 4 (lowest)          2,134   1.40#   [1.18; 1.67]     .00#
Alcohol use
  Never                        1,789   1.00
  Once in 2-3 months or less   1,966   1.25#   [1.08; 1.44]     .00#
  Once per week or less        1,158   1.15    [0.98; 1.36]     .08
  2-3 times per week or more     481   1.33#   [1.05; 1.69]     .02#
Type of insurance
  Private insurance              351   1.00
  State insurance              5,150   0.96    [0.75; 1.24]     .76

                                   Multivariate Analysis

                                         Model 1

Characteristic                 OR      [95% CI]       p-Value

Age (years)
  18-34                        1.00
  35-49                        1.43#   [1.17; 1.74]     .00#
  50-64                        1.21    [1.00; 1.48]     .05
  65+                          1.11    [0.87; 1.40]     .40
Education level
  Incomplete                   1.00
    secondary or lower
  Completed secondary          1.22    [1.00; 1.49]     .05
  Completed special            1.28#   [1.04; 1.59]     .02#
  Completed higher             1.39#   [1.12; 1.73]     .00#
Marital status
  Married                      1.00
  Single                       1.12    [0.90; 1.40]     .31
  Divorced/widowed             0.84#   [0.73; 0.98]     .02#
Disability status
  No disability                1.00
  Disability                   0.54#   [0.45; 0.64]     .00#
Place of living
  Urban area                   1.00
  Rural area                   1.17#   [1.00; 1.37]     .05#
Self-reported economic situation of the household
  Good                         1.00
  Average                      1.20    [0.98; 1.48]     .08
  Bad                          1.74#   [1.37; 2.22]     .00#
Household asset score
  Quartile 1 (highest)         1.00
  Quartile 2                   1.23    [1.00; 1.51]     .05
  Quartile 3                   1.22    [0.99; 1.50]     .07
  Quartile 4 (lowest)          1.44#   [1.17; 1.78]     .00#
Alcohol use
  Never                        1.00
  Once in 2-3 months or less   1.25#   [1.08; 1.45]     .00#
  Once per week or less        1.20#   [1.01; 1.43]     .04#
  2-3 times per week or more   1.35#   [1.05; 1.72]     .02#
Type of insurance
  Private insurance            1.00
  State insurance              1.13    [0.87; 1.46]     .37

                                     Multivariate Analysis

                                         Model 2

Characteristic                 OR      (95% CIJ       p-Value

Russia                         1.00
Armenia                        1.70#   [1.24; 2.34]     .00#
Azerbaijan                     1.01    [0.71; 1.44]     .97
Belarus                        1.03    [0.80; 1.33]     .81
Georgia                        2.11#   [1.68; 2.64]     .00#
Kazakhstan                     0.99    [0.74; 1.33]     .97
Moldova                        0.55#   [0.42; 0.71]     .00#
Ukraine                        1.67#   [1.33; 2.11]     .00#
Age (years)
  18-34                        1.00
  35-49                        1.39#   [1.13; 1.70]     .00#
  50-64                        1.20    [0.98; 1.47]     .08
  65+                          1.02    [0.80; 1.29]     .90
Education level
  Incomplete                   1.00
    secondary or lower
  Completed secondary          0.99    [0.81; 1.21]     .90
  Completed special            1.08    [0.87; 1.34]     .49
  Completed higher             1.08    [0.86; 1.36]     .50
Marital status
  Married                      1.00
  Single                       1.11    [0.88; 1.39]     .38
  Divorced/widowed             0.88    [0.76; 1.02]     .10
Disability status
  No disability                1.00
  Disability                   0.55#   [0.46; 0.65]     .00#
Place of living
  Urban area                   1.00
  Rural area                   1.23#   [1.07; 1.43]     .01#
Self-reported economic situation of the household
  Good                         1.00
  Average                      1.07    [0.87; 1.32]     .50
  Bad                          1.38#   [1.08; 1.76]     .01#
Household asset score
  Quartile 1 (highest)         1.00
  Quartile 2                   1.18    [0.95; 1.46]     .13
  Quartile 3                   1.13    [0.91; 1.40]     .27
  Quartile 4 (lowest)          1.30#   [1.03; 1.62]     .03#
Alcohol use
  Never                        1.00
  Once in 2-3 months or less   1.26#   [1.09; 1.47]     .00#
  Once per week or less        1.27#   [1.06; 1.521     .01#
  2-3 times per week or more   1.61#   [1.26; 2.07]     .00
Type of insurance
  Private insurance            1.00
  State insurance              1.56#   [1.19; 2.05]     .00#

Notes. Only statistically significant (p < .05) variables after
stepwise regression analysis are presented in the table.
Statistically significant values in bold. N is the number of
respondents in the variable category that reported a health
problem in the last 4 weeks. Model 1 excludes the country-level
variable. Model 2 is all variables included in Model 1 plus
country-level variable (N = 4,632). CI, confidence interval.

Note: Statistically significant values indicated with #.

Table 3: Main Reasons for Not Consulting a Health Professional
for Those Who Had a Health Problem in the Last  4 Weeks, by
Country (N= 2,862) (Multiple Responses Allowed)


              %       (95% CI]       N

Georgia      20.8   [17.7; 23.9]    137
Azerbaijan   18.2   [11.9; 24.5]     27
Armenia      24.9   [20.4; 29.4]     89
Moldova      39.4   [33.5; 45.3]    106
Ukraine      51.2   [46.3; 56.1]    207
Kazakhstan   50.2   [43.8; 56.6]    121
Russia       45.1   [40.4; 49.9]    195
Belarus      52.9   [47.6; 58.1]    185

              Could Not Afford Services

              %       [95% CI]      N

Georgia      66.5   [62.9; 70.1]   438
Azerbaijan   51.4   [43.2; 59.5]    76
Armenia      24.0   [19.6; 28.5]    86
Moldova      20.1   [15.3; 24.9]    54
Ukraine      16.1   [12.5; 19.7]    65
Kazakhstan    4.1   [1.6; 6.7]      10
Russia        3.5   [1.7; 5.2]      15
Belarus       0.3   [0.0; 0.8]       1

               Could Not Afford Drugs

              %       [95% CI]      N

Georgia      38.7   [35.0; 42.4]   255
Azerbaijan   16.9   [10.8; 23.0]    25
Armenia      12.8   [9.4; 16.3]     46
Moldova      15.2   [10.9; 19.6]    41
Ukraine      11.4   [8.3; 14.5]     46
Kazakhstan    5.0   [2.2; 7.7]      12
Russia        2.5   [1.1; 4.0]      11
Belarus       2.9   [1.1; 4.6]      10

               Could Not Afford Either
                  Services or Drugs

              %       (95% CI]      N

Georgia      69.7   [66.1; 73.2]   4.59
Azerbaijan   58.1   [50.1; 66.2]     86
Armenia      27.1   [22.5; 31.7]     97
Moldova      28.6   [23.2; 34.1]     77
Ukraine      20.5   [16.5; 24.4]     83
Kazakhstan    8.3   [4.8; 11.8]      20
Russia        4.6   [2.6; 6.6]       20
Belarus       2.9   [1.1; 4.6]       10

Note. CI, confidence interval.

Table 4: Proportion of Respondents Having to Make a Payment for
Obtaining Health Care, and the Median Amounts Paid (US$), by
Country (n = 2,639)

                 Outpatient Costs

             % *     N        [95% *

Azerbaijan   78.4    98       24.91
                          [18.68; 32.44]

Georgia      59.1   218       17.15
                          [14.29; 22.86]

Ukraine      52.0   146       12.57
                          [9.20; 13.47]

Armenia      43.7    80       11.55
                          [9.24; 23.10]

Moldova      36.6   142       12.06
                          [8.04; 16.08]

Kazakhstan   28.6    76       10.75
                          [4.75; 14.93]

Russia       19.0    91       28.82
                          [18.86; 39.61]

Belarus      13.7    47        8.91
                          [6.60; 15.65]

                  Inpatients Costs

             % *     N        [95% *

Azerbaijan   17.1    13       171.89
                          [47.82; 621.82]

Georgia      11.9    17       114.32
                          [17.21; 228.64]

Ukraine      25.6    35        62.84
                          [29.37; 188.52]

Armenia      28.2    24        92.17
                          [19.20; 354.29]

Moldova      29.0    27        64.34
                          [31.62; 89.01]

Kazakhstan   43.6   116        0.04
                          [0.04; 0.04]

Russia       5.7     16        43.39
                          [22.09; 151.95]

Belarus      42.1     8        34.65
                          [9.45; 76.31]

                    Drug Costs                 Transport Costs

                              Median                       Median
                               US$                          US$
             % *     N        [95% *       % *     N       [95% *

Azerbaijan   86.2   100       74.74        77.0   107       3.74
                          [62.28; 87.19]                [2.49; 3.74]

Georgia      88.1   266       28.58        69.8   226       1.14
                          [28.58;38.30]                 [1.14; 1.71]

Ukraine      80.8   206       18.85        50.8   123       0.75
                          [12.57; 25.14]                [0.52; 1.26]

Armenia      86.0   154       18.48        61.9    96       1.16
                          [16.17; 23.10]                [0.46; 2.31]

Moldova      91.2   279       21.71        93.4   199       1.21
                          [17.38; 24.13]                [0.80; 1.61]

Kazakhstan   77.8   207       13.56        69.9   186        0.68
                          [13.56; 16.99]                [0.54; 0.81]

Russia       70.4   299       22.04        49.7   189       1.22
                          [20.27; 27.12]                [0.95 1.70]

Belarus      93.4   241        9.90        78.3   137       0.46
                          [8.2.5; 13.20]                [0.46; 0.66]

                 Total Costs for Health Care
                    and Drugs ([dagger])
                (Outpatient and/or Inpatient
                         and/or Drugs)

                                    Median          % of Annual
             % ([double               US$           per Capita
              dagger])     N        [95% *        GDP ([section])

Azerbaijan     97.5       158        99.65             1.03
                                [74.74; 118.31]

Georgia        96.9       342        39.44             0.83
                                [34.30; 52.22]

Ukraine        95.5       296        28.53             0.45
                                [21.39; 36.95]

Armenia        97.0       193        23.10             0.44
                                [18.48; 34.53]

Moldova        96.3       421        23.64             0.83
                                [19.62; 27.64]

Kazakhstan     85.3       227        16.99             0.15
                                [13.57; 20.38]

Russia         85.9       440        32.34             0.17
                                [26.92; 33.90]

Belarus        98.6       348        12.54             0.10
                                [9.90; 13.20]

Notes. Data include both formal and informal payments as it can
be difficult for health care users to clearly distinguish between
informal and formal payments. Exchange rates to U.S. dollars
used from the period of data collection. The median amounts
exclude zero values (i.e., when no payment was made).

% is proportion of all respondents in each category who had to make
a payment.

([dagger]) Total for outpatient, inpatient, and drugs costs
combined. Note that respondents may have paid for more than one
of these types.

([double dagger]) is proportion of all respondents who used
health care who had to pay for outpatient and/or inpatient and/or

([section]) Based on 2009 GDP per capita data.

CI, confidence interval.

Source: World Development Indicators online:
COPYRIGHT 2012 Health Research and Educational Trust
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2012 Gale, Cengage Learning. All rights reserved.

 Reader Opinion




Article Details
Printer friendly Cite/link Email Feedback
Author:Balabanova, Dina; Roberts, Bayard; Richardson, Erica; Haerpfer, Christian; McKee, Martin
Publication:Health Services Research
Geographic Code:4EUUK
Date:Apr 1, 2012
Previous Article:Does community-based health insurance protect household assets? Evidence from rural Africa.
Next Article:Costs of Addressing Heroin Addiction in Malaysia and 32 Comparable Countries Worldwide.

Terms of use | Copyright © 2014 Farlex, Inc. | Feedback | For webmasters