The Need for Pediatric Palliative Care in Romania: A Retrospective Study (2022–2023) Based on Quantitative Research and Analysis of Secondary Statistical Data
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Participants
- Ages 0 to 6;
- Aged between 7 and 13;
- Teenagers aged between 14 and 18.
2.3. Data Analysis
- The dataset was processed using SPSS v.26.
- Descriptive statistics were calculated: total counts, means, standard deviations, and coefficients of variation (CV).
- The CV were used to assess relative dispersion across administrative units. In interpreting the CV, the following general criteria are used:
- CV < 15% → Low variability: the data are relatively homogeneous, with limited dispersion around the mean.
- 15% ≤ CV < 35% → Moderate variability: the data show a medium level of dispersion, indicating some differences between the analyzed units.
- CV ≥ 35% → High variability: the data are heterogeneous, with significant differences between units, which may suggest territorial inequalities, differences in access, reporting, or demographic structure.
- Due to the descriptive nature of the data and lack of individual-level outcomes, inferential tests (p-values, effect sizes) were not feasible. Future studies may incorporate hypothesis-driven statistical models.
2.4. Ethical Considerations
- The study used publicly available anonymized data provided by local institutions (DGASPC). No patient-level identifiers were included. As per national ethical guidelines for retrospective public data analysis, no approval from the research ethics committee was required.
3. Results
- For group A (life-threatening diseases—curative treatment is possible but can fail) diagnosis, the total number of patients is 2004, with a mean value of 42.64, a standard deviation of 27.02, and a coefficient of variability of 63.36%, indicating a non-homogeneous distribution.
- For group B (life-limiting diseases—intensive treatment can prolong prognosis and improve quality of life) diagnoses, the total number of patients is 2203, with a mean value of 46.87, a standard deviation of 25.53, and a coefficient of variability of 54.46%, which again suggests an uneven distribution.
- For Group C (progressive diseases for which only palliative treatment is possible from onset), the total number of patients is 3469, with a mean value of 73.81, a standard deviation of 36.59, and a coefficient of variability of 49.57%, indicating an uneven distribution.
- For group D (non-progressive diseases causing constitutional fragility and high susceptibility to complications) diagnoses, the total number of patients is 6823, with a mean value of 145.17, a standard deviation of 67.74, and a coefficient of variability of 46.66%, which also suggests an uneven distribution.
4. Discussion
- Allocate additional funds for the development of pediatric palliative care infrastructure;
- Create strategies to ensure equitable access to palliative care services in rural areas;
- Closer collaboration between public authorities and non-governmental organizations to expand access to care;
- Support the training of medical staff specialized in pediatric palliative care.
5. Limitations of the Study
6. Conclusions
Strategic Recommendations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Health | Group | |
---|---|---|
Life-threatening diseases—curative treatment is possible but can fail | Cancer, hematologic malignancies Organ failure (heart, respiratory, kidney, liver), severe congenital heart defects, etc. | A |
Life-limiting diseases—intensive treatment can prolong prognosis and improve quality of life | Cystic fibrosis neuromuscular dystrophy Osteogenesis imperfecta form Severe congenital and disabilities HIV-AIDS Inflammatory diseases Panarteritis nodosa Crohn’s disease Kidney diseases—rapidly progressive glomerulonephritis, Toni–Debre–Fanconi syndrome, etc. Heart, kidney, liver failure. | B |
Progressive diseases for which only palliative treatment is possible from onset | Chromosomal abnormalities Metabolic storage diseases, glycogenoses, mucopolysaccharidoses, some mucolipidoses, Gaucher’s B.Gaucher, Niemann–Pick’s B., etc. Hereditary degenerative diseases of the central nervous system—Werdning Hoffmann spinal muscular atrophy, Krabbe global leukodystrophy, Canavan spongiotic sclerosis, Alper polydystrophy, Leigh subacute necrotizing encephalomyelitis, etc. Acquired degenerative diseases—subacute sclerosing panencephalitis, multiple sclerosis, etc. | C |
Non-progressive diseases causing constitutional fragility and high susceptibility to complications | Most are accompanied by severe neurological deficit—severe cerebral palsy with bed rest and multiple disabilities. Trauma to the central nervous system. Severe neurologic sequelae of central nervous system infections; meningomyelocele with severe neurologic damage. | D |
Descriptive Statistics (at National Level) | |||||||
---|---|---|---|---|---|---|---|
N | Minimum | Maximum | Sum | Mean | Std. Deviation | CV | |
F | 47 | 32 | 235 | 6371 | 135.55 | 53.744 | 39.65% |
M | 47 | 49 | 313 | 8128 | 172.94 | 69.393 | 40.13% |
Valid N (listwise) | 47 |
Descriptive Statistics (Age Category) | |||||||
---|---|---|---|---|---|---|---|
N | Minimum | Maximum | Sum | Mean | Std. Deviation | CV | |
age_0_6_years | 47 | 20 | 151 | 3456 | 73.53 | 30.036 | 40.85% |
age_7_13_years | 47 | 27 | 241 | 6377 | 135.68 | 54.471 | 40.15% |
age_14_18_years | 47 | 18 | 198 | 4666 | 99.28 | 47.149 | 47.49% |
Valid N (listwise) | 47 |
Descriptive Statistics | |||||||
---|---|---|---|---|---|---|---|
N | Minimum | Maximum | Sum | Mean | Std. Deviation | CV | |
Rural | 47 | 43 | 324 | 7553 | 160.70 | 93.975 | 58.48% |
Urban | 47 | 33 | 319 | 6946 | 147.79 | 77.487 | 52.43% |
Valid N (listwise) | 47 |
Descriptive Statistics (at National Level) | |||||||
---|---|---|---|---|---|---|---|
N | Minimum | Maximum | Sum | Mean | Std. Deviation | CV | |
A | 47 | 0 | 109 | 2004 | 42.64 | 27.018 | 63.36% |
B | 47 | 6 | 109 | 2203 | 46.87 | 25.525 | 54.46% |
C | 47 | 9 | 174 | 3469 | 73.81 | 36.586 | 49.57% |
D | 47 | 23 | 313 | 6823 | 145.17 | 67.736 | 46.66% |
Valid N (listwise) | 47 |
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© 2025 by the authors. Published by MDPI on behalf of the Lithuanian University of Health Sciences. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
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Hizanu Dumitrache, M.; Duceac Covrig, M.; Mîndru, D.E.; Plesea Condratovici, A.; Mitrea, G.; Elkan, E.M.; Curici, A.; Gafton, B.; Duceac, L.D. The Need for Pediatric Palliative Care in Romania: A Retrospective Study (2022–2023) Based on Quantitative Research and Analysis of Secondary Statistical Data. Medicina 2025, 61, 1282. https://doi.org/10.3390/medicina61071282
Hizanu Dumitrache M, Duceac Covrig M, Mîndru DE, Plesea Condratovici A, Mitrea G, Elkan EM, Curici A, Gafton B, Duceac LD. The Need for Pediatric Palliative Care in Romania: A Retrospective Study (2022–2023) Based on Quantitative Research and Analysis of Secondary Statistical Data. Medicina. 2025; 61(7):1282. https://doi.org/10.3390/medicina61071282
Chicago/Turabian StyleHizanu Dumitrache, Mihaela, Mădălina Duceac Covrig, Dana Elena Mîndru, Alina Plesea Condratovici, Geta Mitrea, Eva Maria Elkan, Antoanela Curici, Bogdan Gafton, and Letiția Doina Duceac. 2025. "The Need for Pediatric Palliative Care in Romania: A Retrospective Study (2022–2023) Based on Quantitative Research and Analysis of Secondary Statistical Data" Medicina 61, no. 7: 1282. https://doi.org/10.3390/medicina61071282
APA StyleHizanu Dumitrache, M., Duceac Covrig, M., Mîndru, D. E., Plesea Condratovici, A., Mitrea, G., Elkan, E. M., Curici, A., Gafton, B., & Duceac, L. D. (2025). The Need for Pediatric Palliative Care in Romania: A Retrospective Study (2022–2023) Based on Quantitative Research and Analysis of Secondary Statistical Data. Medicina, 61(7), 1282. https://doi.org/10.3390/medicina61071282