Knowledge, Attitudes, and Practices towards Antibiotics, Antimicrobial Resistance, and Antibiotic Consumption in the Population of Kazakhstan
Abstract
:1. Introduction
2. Results
2.1. Survey on Knowledge, Attitudes, and Practices Regarding Antibiotics and Antimicrobial Resistance
2.2. Study on the Consumption of Antibiotics at the Community Level
3. Discussion
4. Materials and Methods
4.1. Study Site
4.2. Survey on Knowledge, Attitudes, and Practices Regarding Antibiotics and Antimicrobial Resistance
4.2.1. Study Design and Participants
4.2.2. The Questionnaire
4.2.3. Statistical Analysis
4.3. Study on the Consumption of Antibiotics at the Community Level
4.3.1. Information Source
4.3.2. Calculating Consumption of Antibiotics
4.4. Ethics Statement
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Characteristics | Total (n = 1103) n (%) | 2022 (n = 553) n (%) | 2024 (n = 550) n (%) | p-Value * | |
---|---|---|---|---|---|
Gender | Male | 586 (53.1) | 306 (55.3) | 280 (50.9) | 0.298 |
Female | 514 (46.6) | 246 (44.5) | 268 (48.7) | ||
Other | 3 (0.3) | 1 (0.2) | 2 (0.4) | ||
Age group, years | 15–24 | 347 (31.5) | 161 (29.1) | 186 (33.8) | 0.388 |
25–39 | 471 (42.7) | 244 (44.1) | 227 (41.3) | ||
40–54 | 213 (19.3) | 109 (19.7) | 104 (18.9) | ||
≥55 | 72 (6.5) | 39 (7.1) | 33 (6.0) | ||
Age at completion of education, years | Education is not finished yet | 318 (28.8) | 137 (24.8) | 181 (32.9) | 0.013 |
≤15 | 12 (1.1) | 4 (0.7) | 8 (1.5) | ||
16–19 | 223 (20.2) | 119 (21.5) | 104 (18.9) | ||
≥20 | 550 (49.9) | 293 (53.0) | 257 (46.7) | ||
Socio-professional category | Self-employed | 167 (15.1) | 88 (15.9) | 79 (14.4) | 0.115 |
Manager | 74 (6.7) | 39 (7.1) | 35 (6.4) | ||
Other white collar | 300 (27.2) | 161 (29.1) | 139 (25.3) | ||
Blue collar | 102 (9.2) | 55 (9.9) | 47 (8.5) | ||
House person | 72 (6.5) | 40 (7.2) | 32 (5.8) | ||
Unemployed | 51 (4.6) | 18 (3.3) | 33 (6.0) | ||
Retired | 40 (3.6) | 17 (3.1) | 23 (4.2) | ||
Student | 297 (26.9) | 135 (24.4) | 162 (29.5) | ||
Difficulties paying bills | Most of the time | 134 (12.1) | 51 (9.2) | 83 (15.1) | 0.007 |
From time to time | 414 (37.5) | 202 (36.5) | 212 (38.5) | ||
Almost never | 305 (27.7) | 169 (30.6) | 136 (24.7) | ||
Never | 250 (22.7) | 131 (23.7) | 119 (21.6) |
Knowledge | Total (n = 1103) n (%) | 2022 (n = 553) n (%) | 2024 (n = 550) n (%) | p-Value * | |
---|---|---|---|---|---|
Antibiotics kill viruses | False | 254 (23.0) | 105 (19.0) | 149 (27.1) | 0.003 |
True | 665 (60.3) | 358 (64.7) | 307 (55.8) | ||
I don’t know | 184 (16.7) | 90 (16.3) | 94 (17.1) | ||
Antibiotics are effective against colds | False | 189 (17.1) | 85 (15.4) | 104 (18.9) | 0.130 |
True | 745 (67.5) | 389 (70.3) | 356 (64.7) | ||
I don’t know | 169 (15.3) | 79 (14.3) | 90 (16.4) | ||
Unnecessary use of antibiotics makes them become ineffective | False | 160 (14.5) | 84 (15.2) | 76 (13.8) | 0.497 |
True | 701 (63.6) | 342 (61.8) | 359 (65.3) | ||
I don’t know | 242 (21.9) | 127 (23.0) | 115 (20.9) | ||
Taking antibiotics often has side effects such as diarrhea | False | 182 (16.5) | 85 (15.4) | 97 (17.6) | 0.588 |
True | 648 (58.7) | 328 (59.3) | 320 (58.2) | ||
I don’t know | 273 (24.8) | 140 (25.3) | 133 (24.2) | ||
When do you think you should stop taking antibiotics when once you have begun a course of treatment? | When you feel better | 166 (15.0) | 89 (16.1) | 77 (14.0) | 0.534 |
When you have taken all of the antibiotics as directed by your doctor | 864 (78.3) | 429 (77.6) | 435 (79.1) | ||
Don’t know | 39 (3.5) | 21 (3.8) | 18 (3.3) | ||
Other | 34 (3.1) | 14 (2.5) | 20 (3.6) |
Attitudes | Total n (%) | 2022 n (%) | 2024 n (%) | p-Value * | |
---|---|---|---|---|---|
Receiving any information about avoiding unnecessary antibiotic use in the past 12 months (n = 1103) | No | 491 (44.5) | 287 (51.9) | 204 (37.1) | <0.001 |
Yes | 497 (45.1) | 206 (37.3) | 291 (52.9) | ||
I don’t know | 115 (10.4) | 60 (10.8) | 55 (10.0) | ||
Source of information about avoiding unnecessary antibiotic use (n = 498, multiple answers were permitted) | A doctor | 216 (43.4) | 112 (54.4) | 104 (35.6) | 0.001 |
A pharmacist | 63 (12.7) | 28 (13.6) | 35 (12.0) | ||
Another health professional | 84 (16.9) | 37 (18.0) | 47 (16.1) | ||
A family member or friend | 182 (36.5) | 84 (40.8) | 98 (33.6) | ||
A TV advertisement | 77 (15.5) | 47 (22.8) | 30 (10.3) | ||
Internet or online social networks | 238 (47.8) | 83 (40.3) | 155 (53.1) | ||
A leaflet or a poster | 33 (6.6) | 16 (7.8) | 17 (5.8) | ||
A newspaper | 12 (2.4) | 5 (2.4) | 7 (2.4) | ||
TV news or other programs | 50 (10.0) | 23 (11.2) | 27 (9.2) | ||
The radio | 7 (1.4) | 2 (1.0) | 5 (1.7) | ||
Other | 27 (5.4) | 5 (2.4) | 22 (7.5) | ||
I don’t know | 4 (0.8) | 3 (1.5) | 1 (0.3) | ||
The information received changed the views on using antibiotics (n = 498) | No | 155 (32.4) | 41 (22.2) | 114 (38.9) | <0.001 |
Yes | 285 (59.6) | 134 (72.4) | 151 (51.5) | ||
I don’t know | 38 (7.9) | 10 (5.4) | 28 (9.6) | ||
Plans for the use of antibiotics based on the information received (n = 431, multiple answers were permitted) | A doctor will always be consulted before using antibiotics | 202 (46.9) | 109 (81.3) | 93 (31.3) | <0.001 |
Self-medication will be avoided | 182 (42.2) | 75 (56.0) | 107 (36.0) | ||
Antibiotics will not be taken without a doctor’s prescription | 171 (39.7) | 62 (46.3) | 109 (36.7) | ||
Leftover antibiotics will no longer be kept | 43 (10.0) | 8 (6.0) | 35 (11.8) | ||
Leftover antibiotics will no longer be shared with relatives or friends | 12 (2.8) | 3 (2.2) | 9 (3.0) | ||
Other | 17 (3.9) | 1 (0.7) | 16 (5.4) | ||
None | 16 (3.7) | 2 (1.5) | 14 (4.7) | ||
I do not wish to answer | 7 (1.6) | 1 (0.7) | 6 (2.0) | ||
I don’t know | 1 (0.2) | 1 (0.7) | 0 (0.0) | ||
Preferred topics for receiving information, if any (n = 1103, multiple answers were permitted) | Resistance to antibiotics | 404 (36.6) | 176 (31.8) | 228 (41.5) | <0.001 |
How to use antibiotics | 430 (39.0) | 201 (26.3) | 229 (41.6) | ||
Medical conditions for which antibiotics are used | 358 (32.5) | 141 (25.5) | 217 (39.5) | ||
Prescription of antibiotics | 293 (26.6) | 160 (28.9) | 133 (24.2) | ||
One Health | 192 (17.4) | 67 (12.1) | 125 (22.7) | ||
Other | 44 (4.0) | 12 (2.2) | 32 (5.8) | ||
None | 78 (7.1) | 43 (7.8) | 35 (6.4) | ||
Refusal to receive information | 146 (13.2) | 80 (14.5) | 66 (12.0) | ||
I don’t know | 50 (4.5) | 18 (3.3) | 32 (5.8) | ||
Information sources to be used to obtain trustworthy information on antibiotics (n = 1103, maximum 3 answers were permitted) | A doctor | 732 (66.4) | 388 (70.2) | 344 (62.5) | <0.001 |
A nurse | 79 (7.2) | 26 (4.7) | 53 (9.6) | ||
A pharmacy | 250 (22.7) | 156 (28.2) | 94 (17.1) | ||
A hospital | 299 (27.1) | 122 (22.1) | 177 (32.2) | ||
Another healthcare facility | 71 (6.4) | 20 (3.6) | 51 (9.3) | ||
Family or friends | 180 (16.3) | 85 (15.4) | 95 (17.3) | ||
An official health-related website | 269 (24.4) | 94 (17.0) | 175 (31.8) | ||
A health-related personal blog | 65 (5.9) | 6 (1.1) | 59 (10.7) | ||
Another health-related website | 72 (6.5) | 18 (3.3) | 54 (9.8) | ||
Online social networks | 180 (16.3) | 93 (16.8) | 87 (15.8) | ||
TV | 34 (3.1) | 14 (2.5) | 20 (3.6) | ||
Newspapers or magazines | 12 (1.1) | 3 (0.5) | 9 (1.6) | ||
The radio | 8 (0.7) | 2 (0.4) | 6 (1.1) | ||
Other | 20 (1.8) | 5 (0.9) | 15 (2.7) | ||
Refusal to find information | 63 (5.7) | 31 (5.6) | 32 (5.8) |
Practices | Total (n = 1103) n (%) | 2022 (n = 553) n (%) | 2024 (n = 550) n (%) | p-Value * | |
---|---|---|---|---|---|
Consumption of oral antibiotics within the past 12 months | No | 425 (38.5) | 226 (40.9) | 199 (36.2) | 0.056 |
Yes | 568 (51.5) | 271 (49.0) | 297 (54.0) | ||
I do not wish to answer | 8 (0.7) | 7 (1.3) | 1 (0.2) | ||
I don’t know | 102 (9.2) | 49 (8.9) | 53 (9.6) | ||
Ways of obtaining the last course of antibiotics used | From a medical prescription | 245 (42.8) | 114 (42.1) | 131 (43.4) | 0.125 |
Administered by a medical practitioner | 71 (12.4) | 27 (10.0) | 44 (14.6) | ||
Use of leftover antibiotics | 62 (10.8) | 32 (11.8) | 30 (9.9) | ||
Without prescription from a pharmacy | 135 (23.6) | 75 (27.7) | 60 (19.9) | ||
Without prescription from elsewhere | 32 (5.6) | 12 (4.4) | 20 (6.6) | ||
I don’t remember | 28 (4.9) | 11 (4.1) | 17 (5.6) | ||
Reason for taking the last course of antibiotics | Pneumonia | 36 (6.3) | 15 (5.5) | 21 (6.9) | 0.001 |
Bronchitis | 65 (11.3) | 35 (12.9) | 30 (9.9) | ||
Rhinopharyngitis | 61 (10.6) | 22 (8.1) | 39 (12.9) | ||
Flu | 126 (22.0) | 71 (26.2) | 55 (18.2) | ||
Cold | 199 (34.7) | 92 (33.9) | 107 (35.3) | ||
Sore throat | 147 (25.6) | 68 (25.1) | 79 (26.1) | ||
Cough | 144 (25.1) | 57 (21.0) | 87 (28.7) | ||
Fever | 151 (26.3) | 61 (22.5) | 90 (29.7) | ||
Headache | 107 (18.6) | 38 (14.0) | 69 (22.8) | ||
Diarrhea | 13 (2.3) | 6 (2.2) | 7 (2.3) | ||
Urinary tract infection | 38 (6.6) | 28 (10.3) | 10 (3.3) | ||
Skin or wound infection | 25 (4.4) | 7 (2.6) | 18 (5.9) | ||
Other | 90 (15.7) | 44 (16.2) | 46 (15.2) | ||
I do not wish to answer | 11 (1.9) | 3 (1.1) | 8 (2.6) | ||
I do not know | 1 (0.2) | 0 (0.0) | 1 (0.3) | ||
COVID-19 | 15 (2.6) | 8 (3.0) | 7 (2.3) | ||
Consumption of antibiotics in case of COVID-19 infection | I did not get COVID-19 | 453 (41.1) | 249 (45.0) | 204 (37.1) | 0.001 |
I did not take antibiotics | 235 (21.3) | 110 (19.9) | 125 (22.7) | ||
From a medical prescription | 168 (15.2) | 76 (13.7) | 92 (16.7) | ||
Administered by a medical practitioner | 71 (6.4) | 41 (7.4) | 30 (5.5) | ||
Use of leftover antibiotics | 49 (4.4) | 29 (5.2) | 20 (3.6) | ||
Without prescription from a pharmacy | 82 (7.4) | 40 (7.2) | 42 (7.7) | ||
Without prescription from elsewhere | 44 (4.0) | 16 (2.9) | 28 (5.1) | ||
I don’t remember | 87 (7.9) | 30 (5.4) | 57 (10.4) | ||
I do not wish to answer | 18 (1.6) | 5 (0.9) | 13 (2.4) | ||
I don’t know | 30 (2.7) | 20 (3.6) | 10 (1.8) | ||
Impact of the COVID-19 pandemic on the need for antibiotics (multiple answers were permitted) | The need to take antibiotics decreased due to strengthened personal protective measures | 351 (31.8) | 190 (34.4) | 161 (29.3) | 0.027 |
The need to take antibiotics decreased due to falling ill less often during the containment period | 234 (21.2) | 120 (21.7) | 114 (20.7) | ||
Access to antibiotics was restricted due to the inability to visit a doctor for a prescription | 57 (5.2) | 28 (5.1) | 29 (5.3) | ||
Access to antibiotics was restricted due to the inability to visit a pharmacy | 41 (3.7) | 20 (3.6) | 21 (3.8) | ||
The need to take antibiotics increased | 116 (10.5) | 53 (9.6) | 63 (11.5) | ||
Access to antibiotics remained the same | 324 (29.4) | 165 (29.8) | 159 (28.9) | ||
I don’t remember | 118 (10.7) | 43 (7.8) | 75 (13.6) | ||
I do not wish to answer | 32 (2.9) | 11 (2.0) | 21 (3.8) | ||
I don’t know | 137 (12.4) | 59 (10.7) | 78 (14.2) |
Antibiotics | Defined Daily Doses per 1000 Inhabitants | Packages per Inhabitant per Year | ||||
---|---|---|---|---|---|---|
ATC5 Code | Substance | Pharmacological Group | 2021 | 2023 | 2021 | 2023 |
J01AA02 | Doxycycline | Tetracyclines | 1.132178 | 1.52923 | 0.041325 | 0.055304 |
J01AA07 | Tetracycline | 0.191866 | 0.193768 | 0.035015 | 0.035363 | |
J01BA01 | Chloramphenicol | Amphenicols | 0.750606 | 0.733785 | 0.164697 | 0.161012 |
J01BA02 | Thiamphenicol | 0.021473 | 0.037614 | 0.007838 | 0.013729 | |
J01CA01 | Ampicillin | Penicillins | 0.661774 | 0.593473 | 0.263383 | 0.211687 |
J01CA04 | Amoxicillin | 1.506687 | 1.443317 | 0.16913 | 0.13585 | |
J01CE01 | Benzylpenicillin | 0.052307 | 0.045701 | 0.06461 | 0.054724 | |
J01CE08 | Benzathine benzylpenicillin | 0.020275 | 0.018901 | 0.033271 | 0.026842 | |
J01CR01 | Ampicillin and beta-lactamase inhibitor | Beta-lactam | 0.000114 | 5.63756 × 10−5 | 0.000501 | 0.000247 |
J01CR02 | Amoxicillin and beta-lactamase inhibitor | 1.553602 | 2.236595 | 0.121446 | 0.165961 | |
J01CR04 | Sultamicillin | 0.0 | 0.000178 | 0.0 | 2.170769 × 10−5 | |
J01CR05 | Piperacillin and beta-lactamase inhibitor | 0.001085 | 0.000605 | 0.001246 | 0.000773 | |
J01DB01 | Cefalexin | First-generation cephalosporins | 0.002023 | 0.0 | 0.000591 | 0.0 |
J01DB04 | Cefazolin | 0.718678 | 0.595132 | 0.789158 | 0.616947 | |
J01DC02 | Cefuroxime | Second-generation cephalosporins | 0.986687 | 1.045222 | 0.141141 | 0.130789 |
J01DC10 | Cefprozil | 0.028921 | 0.106499 | 0.002035 | 0.007352 | |
J01DD01 | Cefotaxime | Third-generation cephalosporins | 1.732240 × 10−5 | 0.0 | 2.529070 × 10−5 | 0.0 |
J01DD02 | Ceftazidime | 0.045161 | 0.023554 | 0.057793 | 0.027337 | |
J01DD04 | Ceftriaxone | 2.571002 | 2.037079 | 1.873313 | 1.45889 | |
J01DD08 | Cefixime | 0.237291 | 0.342224 | 0.024092 | 0.036496 | |
J01DD12 | Cefoperazone | 0.00556 | 4.181704 × 10−5 | 0.002624 | 4.477211 × 10−5 | |
J01DD13 | Cefpodoxime | 0.096825 | 0.107968 | 0.00504 | 0.004704 | |
J01DD15 | Cefdinir | 0.013421 | 0.02393 | 0.00098 | 0.002869 | |
J01DD52 | Ceftazidime and beta-lactamase inhibitor | 0.000221 | 0.0 | 0.000242 | 0.0 | |
J01DD62 | Cefoperazone and beta-lactamase inhibitor | Beta-lactam | 3.464480 × 10−7 | 0.001773 | 5.058141 × 10−7 | 0.002588 |
J01DE01 | Cefepime | Fourth-generation cephalosporins | 0.026631 | 0.02017 | 0.038203 | 0.02854 |
J01DH02 | Meropenem | Carbapenems | 0.016121 | 0.015709 | 0.012668 | 0.006991 |
J01DH03 | Ertapenem | 0.000162 | 0.0 | 5.918025 × 10−5 | 0.0 | |
J01DH04 | Doripenem | 3.787831 × 10−5 | 2.478047 × 10−6 | 4.147676 × 10−5 | 2.713461 × 10−6 | |
J01DH51 | Imipenem and cilastatin | 0.000171 | 0 | 0.000329 | 0 | |
J01DI02 | Ceftaroline fosamil | Fifth-generation cephalosporins | 0.001158 | 4.130078 × 10−5 | 0.000507 | 1.808974 × 10−5 |
J01EB01 | Sulfaisodimidine | Sulfonamides | 0.449555 | 0.312369 | 0.218783 | 0.152019 |
J01EE01 | Sulfamethoxazole and trimethoprim | Sulfonamide–trimethoprim combinations | 0.647122 | 0.64411 | 0.060283 | 0.055384 |
J01FA01 | Erythromycin | Macrolides | 0.1102 | 0.083102 | 0.022728 | 0.012131 |
J01FA02 | Spiramycin | 0.155473 | 0.13279 | 0.024795 | 0.020757 | |
J01FA03 | Midecamycin | 0.051662 | 0.022773 | 0.004215 | 0.001584 | |
J01FA06 | Roxithromycin | 0.041532 | 0.03784 | 0.003032 | 0.002762 | |
J01FA07 | Josamycin | 0.013013 | 4.336582 × 10−5 | 0.001085 | 3.617948 × 10−6 | |
J01FA09 | Clarithromycin | 0.717991 | 0.849987 | 0.025572 | 0.030169 | |
J01FA10 | Azithromycin | 3.455283 | 3.336897 | 0.306333 | 0.287165 | |
J01FF01 | Clindamycin | Lincosamides | 0.014443 | 0.011151 | 0.001548 | 0.001165 |
J01FF02 | Lincomycin | 0.059723 | 0.046895 | 0.016596 | 0.018239 | |
J01GA01 | Streptomycin | Aminoglycosides | 0.005352 | 0.010773 | 0.001136 | 0.002182 |
J01GB03 | Gentamicin | 0.064832 | 0.177614 | 0.00142 | 0.00389 | |
J01GB06 | Amikacin | 0.042727 | 0.034813 | 0.033105 | 0.025107 | |
J01MA01 | Ofloxacin | Fluoroquinolons | 0.158856 | 0.157443 | 0.035704 | 0.047447 |
J01MA02 | Ciprofloxacin | 2.295927 | 2.348062 | 0.214517 | 0.219895 | |
J01MA06 | Norfloxacin | 0.117127 | 0.060594 | 0.006636 | 0.003272 | |
J01MA07 | Lomefloxacin | 0.00327 | 0.002013 | 0.000239 | 0.000147 | |
J01MA12 | Levofloxacin | 0.974015 | 0.830394 | 0.120358 | 0.082017 | |
J01MA14 | Moxifloxacin | 0.039458 | 0.044832 | 0.003283 | 0.002598 | |
J01MB04 | Pipemidic acid | Quinolones | 6.92896 × 10−5 | 0.0 | 5.058141 × 10−6 | 0.0 |
J01RA09 | Ofloxacin and ornidazole | Combined medications | 0.0 | 0.0 | 0.000246 | 0.0 |
J01RA12 | Ciprofloxacin and ornidazole | 0.0 | 0.0 | 7.587212 × 10−6 | 0.0 | |
J01XA01 | Vancomycin | Glycopeptides | 0.000204 | 3.840972 × 10−5 | 0.000149 | 2.803910 × 10−5 |
J01XB01 | Colistin | Polymyxins | 0.0 | 8.397825 × 10−5 | 0.0 | 2.713461 × 10−5 |
J01XD01 | Metronidazole | Imidazoles | 0.55975 | 0.688165 | 0.614425 | 0.716337 |
J01XD02 | Tinidazole | 0.0 | 0.0 | 1.972675 × 10−5 | 0.0 | |
J01XD03 | Ornidazole | 1.040037 × 10−5 | 1.396999 × 10−5 | 0.000759 | 0.00102 | |
J01XE01 | Nitrofurantoin | Nitrofuran derivates | 0.516408 | 0.534605 | 0.075396 | 0.077706 |
J01XE03 | Furazidin | 0.665076 | 0.669819 | 0.04995 | 0.048658 | |
J01XX01 | Fosfomycin | Phosphonics | 0.098063 | 0.147554 | 0.030828 | 0.045439 |
J01XX04 | Spectinomycin | Imidazoles | 0.000129 | 0.0 | 7.081397 × 10−5 | 0.0 |
J01XX07 | Nitroxoline | Nitroquinolines | 0.3185 | 0.211758 | 0.046501 | 0.030917 |
J01XX08 | linezolid | Oxazolidinones | 2.249602 × 10−6 | 1.009804 × 10−6 | 0.000493 | 0.000221 |
Total | 22.21783 | 22.5491 | 5.771523 | 5.073366 |
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Semenova, Y.; Kassym, L.; Kussainova, A.; Aimurziyeva, A.; Makalkina, L.; Avdeyev, A.; Yessmagambetova, A.; Smagul, M.; Aubakirova, B.; Akhmetova, Z.; et al. Knowledge, Attitudes, and Practices towards Antibiotics, Antimicrobial Resistance, and Antibiotic Consumption in the Population of Kazakhstan. Antibiotics 2024, 13, 718. https://doi.org/10.3390/antibiotics13080718
Semenova Y, Kassym L, Kussainova A, Aimurziyeva A, Makalkina L, Avdeyev A, Yessmagambetova A, Smagul M, Aubakirova B, Akhmetova Z, et al. Knowledge, Attitudes, and Practices towards Antibiotics, Antimicrobial Resistance, and Antibiotic Consumption in the Population of Kazakhstan. Antibiotics. 2024; 13(8):718. https://doi.org/10.3390/antibiotics13080718
Chicago/Turabian StyleSemenova, Yuliya, Laura Kassym, Assiya Kussainova, Ainur Aimurziyeva, Larissa Makalkina, Andrey Avdeyev, Aizhan Yessmagambetova, Manar Smagul, Bibigul Aubakirova, Zaure Akhmetova, and et al. 2024. "Knowledge, Attitudes, and Practices towards Antibiotics, Antimicrobial Resistance, and Antibiotic Consumption in the Population of Kazakhstan" Antibiotics 13, no. 8: 718. https://doi.org/10.3390/antibiotics13080718
APA StyleSemenova, Y., Kassym, L., Kussainova, A., Aimurziyeva, A., Makalkina, L., Avdeyev, A., Yessmagambetova, A., Smagul, M., Aubakirova, B., Akhmetova, Z., Yergaliyeva, A., & Lim, L. (2024). Knowledge, Attitudes, and Practices towards Antibiotics, Antimicrobial Resistance, and Antibiotic Consumption in the Population of Kazakhstan. Antibiotics, 13(8), 718. https://doi.org/10.3390/antibiotics13080718