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Vol. 46. Issue. 1.January 2026
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Incidence and clinical and economic impact of hospital-acquired acute kidney injury in Andalusia

Incidencia e impacto clínico-económico del fracaso renal agudo intrahospitalario en Andalucía
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Marina Almenara Tejederasa,
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marinaalmenara7@gmail.com

Corresponding author.
, Wenceslao Aguilera Moralesa, Blanca Angulo Vázqueza, Melissa Cintra Cintra Cabreraa, Alfonso Lara Ruiza, Mercedes Salgueira Lazob
a Nefrología, Hospital Universitario Virgen Macarena, Sevilla, Spain
b Nefrología, Hospital Universitario Virgen Macarena, Departmento de Medicina, Universidad de Sevilla, Instituto de Biomedicina de Sevilla (IBiS), Grupo de Ingeniería Biomédica, Centro de Investigación Biomédica en Red en Bioingenieria de Biomateriales y Nanomedicina (CIBER-BBN), Sevilla, Spain
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Tables (6)
Table 1. Annual incidence of acute kidney injury among patients with hospital admissions during the study period.
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Table 2. Incidence of acute kidney injury by care unit during the entire study period (2017–2021).
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Table 3. Average length of stay per episode in each unit with the highest incidence of acute kidney injury included in the study (2017–2021).
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Table 4. Mean cost per episode in each care unit included in the analysis.
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Table 5. Mortality rate per episode in patients with and without a diagnosis of acute kidney injury during the study.
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Table 6. Number of deaths and mortality rate per care unit stratified by the diagnosis of acute kidney injury during the study period (2017–2021).
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Abstract
Background and objective

Acute kidney injury (AKI) is associated with high morbidity and mortality, an increased risk of developing or worsening chronic kidney disease (CKD), and elevated healthcare costs. There are no registries analyzing the incidence of hospital-acquired AKI. The objectives of this study were to determine the incidence of AKI among hospitalized adult patients in Andalusia, analyse its impact on in-hospital mortality and economic burden, identify clinical units where quality improvement strategies could be implemented, and evaluate the impact of nephrology involvement on clinical outcomes in this population.

Materials and methods

This retrospective study included hospital admissions of patients aged over 18 years across healthcare facilities affiliated with the Andalusian Public Health System between 2017 and 2021. Data were obtained from the Minimum Basic Data Set (CMBD) provided by the Technical Advisory Subdirectorate for Information Management of the Andalusian Health Service (SAS), covering 82 hospitals and 28 specialized units. A sub-analysis was conducted on the 11 clinical units with the highest AKI incidence: Nephrology, Cardiovascular Surgery, Internal Medicine, Infectious Diseases, Cardiology, Gastroenterology, Hematology and Clinical Hemotherapy, Pulmonology, Medical Oncology, Orthopedic Surgery and Traumatology, and Urology.

Results

The overall incidence of AKI during the study period was 58.5 per 1,000 hospitalizations (5.8% of total admissions), increasing from 46.7 to 68.3 per 1,000 admissions between 2017 and 2021. Incidence varied significantly among clinical units, ranging from 11.3 to 305 cases per 1,000 hospitalizations. Nephrology (305/1,000), Internal Medicine (172.9/1,000), and Infectious Diseases (108/1,000) had the highest incidence rates. AKI diagnosis was associated with prolonged hospital stay (13.55 days in patients with AKI vs. 7.69 days in those without), increased healthcare costs (;107,377.51 vs. ;56,342.69), and higher in-hospital mortality (23.03% vs. 4.03%).

Conclusions

The relatively low overall AKI incidence may be underestimated due to study limitations. Nevertheless, the data reveal a progressive increase in hospital-acquired AKI over the study period, with a marked impact on length of stay, healthcare costs, and mortality. Implementing more effective care models focused on prevention, early detection, and treatment of AKI could improve patient safety and reduce associated costs. The proactive integration of Nephrology within the multidisciplinary management of AKI emerges as a key factor in improving both short- and long-term outcomes and promoting the sustainability of the healthcare system by mitigating the economic burden of AKI.

Keywords:
Acute kidney injury
Mean length of stay
Healthcare costs
Mortality
Nephrology
Public health
Resumen
Antecedentes y objetivo

El fracaso renal agudo (FRA) conlleva una elevada morbimortalidad, alto riesgo de desarrollo o progresión de enfermedad renal crónica y un aumento de los costes de atención médica. No existen registros que analicen la incidencia de FRA hospitalario. Los objetivos de nuestro estudio fueron determinar la incidencia de FRA entre los pacientes adultos hospitalizados en Andalucía, analizar el impacto sobre la mortalidad durante el ingreso y el impacto económico, identificar aquellas unidades asistenciales susceptibles de implementar estrategias de mejora y determinar el impacto que la atención por parte de la Unidad de Nefrología tiene en los resultados de esta población.

Material y método

Estudio retrospectivo que incluyó los ingresos de pacientes mayores de 18 años en centros hospitalarios dependientes del Sistema Sanitario de Andalucía entre 2017 y 2021. Los datos fueron facilitados por el Conjunto Mínimo Básico de Datos (CMBD) de la Subdirección Técnica Asesora de Gestión de la Información del SAS (82 hospitales andaluces, 28 unidades especializadas). Se realizó un subanálisis de las 11 unidades con mayor incidencia de FRA (Nefrología, Cirugía Cardiovascular, Medicina Interna, Enfermedades Infecciosas, Cardiología, Aparato Digestivo, Hematología y Hemoterapia Clínica, Neumología, Oncología Médica, Cirugía Ortopédica y Traumatología y Urología).

Resultados

La incidencia global de FRA durante el periodo de estudio fue de 58,5 por cada 1000 episodios de hospitalización (5,8% del total de ingresos), con un aumento del 46.7 a 68.3 por cada 1000 ingresos entre 2017 y 2021. La incidencia varió entre 11,3 y 305 por cada 1000 ingresos hospitalarios entre las distintas unidades asistenciales, siendo Nefrología, Medicina Interna y Enfermedades Infecciosos, con cifras de 305, 172,9 y 108 por cada 1000 ingresos respectivamente las de mayor incidencia. El diagnóstico de FRA conlleva un aumento de la estancia hospitalaria (13,55 días en pacientes con FRA frente a 7,69 días en el grupo de ingresos sin FRA), mayor coste económico (107.377,51 ; frente a 56.342,69 ;) y mayor mortalidad (23,03% frente al 4.03% en los ingresos sin FRA).

Conclusiones

La baja incidencia de FRA posiblemente esté infraestimada por las características del estudio. No obstante, es evidente el aumento progresivo de la incidencia de FRA hospitalario durante el periodo estudiado, un aumento de la estancia hospitalaria, incremento del coste económico y aumento de la mortalidad hospitalaria. El desarrollo de modelos de atención médica más efectivos, centrados en la prevención, detección temprana y tratamiento del FRA, mejoraría la seguridad del paciente y reduciría los costos asociados. La integración proactiva de Nefrología en la atención multidisciplinar del FRA emerge como un elemento esencial para mejorar los resultados a corto y largo plazo e incidir positivamente a la sostenibilidad del Sistema mediante la reducción de los costes asociados al FRA.

Palabras clave:
Fracaso renal agudo
Estancia media
Costes económicos
Mortalidad
Nefrología
Salud pública
Full Text
Introduction

Acute kidney injury (AKI) is associated with high morbidity and mortality, a high risk of development or progression of chronic kidney disease (CKD), and increased health care costs.1 A meta-analysis published in 2013, with 154 studies and more than 3.5 million patients included, reported an overall incidence of in-hospital AKI of 21.6%.2 This incidence can increase to 57% in intensive care units (ICUs).3 More recent studies have shown an increasing trend in the incidence of AKI. Pavkov et al. reported a 140% and 230% increase in the incidence of AKI in patients with and without diabetes, respectively, between 2000 and 2014.4.

The incidence of AKI is not well known in Spain. Using an automated system to detect a decrease in the glomerular filtration rate, Labrador Gómez et al. reported an AKI incidence of up to 45.5% in hospitalized patients.5 At the Andalusian level, no records that have analyzed the incidence of AKI exist.

The different definitions of AKI according to different guidelines, the absence of autonomous registries, and the lack of homogeneity in the characteristics of the patients included in the few available studies could be the cause of the scarcity and variability of data in this area. This leads to a lack of understanding of the true epidemiology of AKI, for both healthcare professionals and senior administrators in the hospital setting.

Some studies have focused on the prevention of AKI by identifying at-risk populations and applying interventions before the onset of AKI, and they have shown how early diagnosis and proper management promote better renal recovery and reduce the impact on morbidity and mortality.6–8 Unfortunately, when the quality of care received by hospitalized patients with AKI is examined retrospectively, numerous defects are revealed, such as late recognition, inadequate investigations, inefficient monitoring, delayed and inadequate management, and the absence of follow-up.8 Therefore, it is crucial to promote studies that give visibility to this condition and to appeal to and raise awareness among health organizations to achieve an improvement in the quality of care in this process, beginning with the analysis of the initial situation of each patient in each institution and providing adequate monitoring.

The objectives of our study were to determine the incidence of AKI among hospitalized adult patients from 2017 to 2021 in the Autonomous Community of Andalusia, analyze the impact of this diagnosis on mortality during hospital admission, assess the economic burden on the health system, identify those care units capable of implementing improvement strategies, and evaluate the impact that the care provided by the Nephrology Unit has on the outcomes of this population.

Materials and methodsStudy design

This was a retrospective study that included all hospital admissions of patients older than 18 years to hospital centers affiliated with the Health System of Andalusia (SAS) from 2017 to 2021. The data were provided by the minimum basic dataset (CMBD) of the Technical Advisory Subdivision of Information Management of the SAS, with contributions from a total of 82 Andalusian hospitals.

The study population was classified for analysis according to whether or not an episode of AKI occurred during hospitalization, and they were subsequently subclassified according to the clinical units where admission occurred. The diagnosis of AKI was established according to the clinical criteria of the professionals responsible for the patients, as a standardized definition could not be used owing to the characteristics of the data analyzed. Pediatric units were excluded because they were not the subjects of study, and ICUs and intermediate care units were excluded because, in most cases, these units do not issue a discharge report unless the patient has died. Thus, the data from 38 specialized units registered by the CMBD remained. The 11 patients with the highest incidence of AKI were selected for a more detailed subanalysis. The units included in the substudy were Nephrology, Cardiovascular Surgery, Internal Medicine, Infectious Diseases, Cardiology, Digestive System, Clinical Hematology and Hemotherapy, Pulmonology, Medical Oncology, Orthopedic Surgery and Traumatology, and Urology.

Study variables and definitions

The data were aggregated by specifying the following variables:

  • Total episodes of admission.

  • Episodes of AKI among hospitalized patients.

  • Total deaths among hospitalized patients.

  • Deaths during episodes of AKI

  • Total length of stay in episodes without AKI

  • Total days of stay in episodes with AKI.

Definitions used:

Annual incidence of AKI: Frequency of episodes of AKI per 1,000 hospital admissions annually.

Annual mortality rate: Number of deaths per 100 episodes of admission annually. The mortality rate was stratified according to whether it was associated with a diagnosis of AKI.

Average stay: Total number of days of hospitalization divided by the total number of episodes. It was stratified according to whether the episode was associated with a diagnosis of AKI, both globally and in the selected units.

Cost Estimation: To estimate the average costs, the estimated costs per day of hospitalization in each of the health care units of the SAS as published in the BOJA number 218-Monday, November 14, 2016, have been used as a reference by applying the following formula: cost-day of hospitalization × total number of days of stay/total number of episodes. This formula was applied in each of the care units independently, stratified by whether there was an associated diagnosis of AKI.

All the variables and definitions were evaluated globally (during the five-year period analyzed) and annually for the total data. To facilitate the analysis and comparison between the different selected care units, specific calculations were applied to the overall five-year follow-up period.

Statistical analysis

The analyses were carried out using the statistical package Jamovi v.2.4 (Jamovi Project; Sydney, Australia), R v.4.3 (R Foundation for Statistical Computing; Vienna, Austria), and MSOffice Excel 2019 (Microsoft Corporation; Washington, United States). Descriptive statistical techniques have been used to summarize the characteristics of the sample.

In the data analysis, comparative statistical tests were not performed, given the nature of the aggregated data and the approach used for calculating rates, average stays, and calculated costs. This decision was based on the consideration that statistical tests may not be appropriate because of the specific characteristics of the data or the methodology used. Instead, the identification and analysis of results that have direct clinical relevance were prioritized. This strategy was adopted with the purpose of highlighting those findings that have a practical impact on medical care and management of the condition studied.

Ethical aspects

This study adhered to the ethical and legal principles set forth in the Biomedical Research Law (Law 14/2007, of July 3) and complied with the guidelines established by the Declaration of Helsinki and the Declaration of Istanbul. This research was approved by the local Ethics Committee.

ResultsIncidence

During the study period, 2,497,123 hospital admissions of adult patients were recorded in Andalusia. The total number of AKI diagnoses was 146,204 (5.8%), representing an overall incidence during this period of 58.5 per 1,000 episodes of hospitalization. The incidence increased progressively from 46.7 to 68.3 per 1,000 admissions between 2017 and 2021, with a peak incidence in 2020, reaching 69.5 per 1,000 admissions. Table 1 shows the annual and total number of hospital admissions (total episodes), which were subdivided into those with and without AKI.

Table 1.

Annual incidence of acute kidney injury among patients with hospital admissions during the study period.

  Total episodes (n)  Episodes with AKI (n)  Episodes without AKI  Incidence AKI (‰) 
2017  517,297  24,182  493,115  46.7 
2018  518,913  27,404  491,509  52.8 
2019  521,179  29,873  491,306  57.3 
2020  453,370  31,498  421,872  69.5 
2021  486,364  33,247  453,117  68.3 
TOTAL  2,497,123  146,204  2,350,919  58.5 

AKI: acute kidney injury.

In the care units selected for the study, a total of 137,326 AKI episodes were recorded, corresponding to 93.92% of the total. The incidence of AKI varied between 11.3 and 305 per 1,000 hospital admissions among the different care units (Table 2). The units with the highest incidence were Nephrology, Internal Medicine, and Infectious Diseases, with 305, 172.9, and 108 per 1,000 admissions, respectively. The lowest incidence of AKI was reported in Orthopedic Surgery and Traumatology (11.3 per 1,000 admissions).

Table 2.

Incidence of acute kidney injury by care unit during the entire study period (2017–2021).

Care unit  Total episodes (n)  AKI episodes (n)  Incidence (‰) 
Cardiovascular Surgery  23196  1,241  53.5 
Internal Medicine  513,671  88,835  172.9 
Infectious Unit  44,940  4,856  108 
Cardiology  149,476  6,720  44.9 
Digestive system  104,878  8,436  80.4 
Clinical Hematology and Hemotherapy  31,275  2,441  78 
Nephrology  28,724  8,762  305 
Pneumology  82,816  4,559  55 
Medical Oncology  45,764  3,838  83,8 
Orthopedic Surgery and Traumatology  230,497  2,597  11.3 
Urology  112,951  5,041  44.6 

AKI: acute kidney injury.

Average length of stay

The average length of stay of patients diagnosed with AKI was nearly twice that of patients without AKI: 13.55 days for those admitted with AKI compared with 7.69 days in the group admitted without AKI (p < 0.001). Table 3 shows the average lengths of stay of the two types of admission in the different care units. In this case, the unit of Orthopedic Surgery and Traumatology is notable, where the average length of stay triples when AKI is diagnosed.

Table 3.

Average length of stay per episode in each unit with the highest incidence of acute kidney injury included in the study (2017–2021).

Care unit  Episodes without AKI (n)  Total number of days of stay without AKI (n)  Episodes with AKI (n)  Total number of days of stay with AKI (n)  MS without AKI (days)  MS with AKI (days) 
Cardiovascular Surgery  21,955  226,124  1,241  28,338  11.11  25.1 
Internal Medicine  424,836  3,902,558  88,835  1,001,965  8.34  10 
Infectious Diseases  40,084  390,925  4,856  65,268  10.44  14.6 
Cardiology  142,756  744,720  6,720  80,230  5.13  11.6 
Digestive System  96.,442  732,589  8,436  106,245  6.93  12.5 
Hematology and Hemotherapy  28,834  373,032  2,441  49,268  10.27  17 
Nephrology  19,962  148,356  8,762  102,193  7.19  11.4 
Pneumology  78,257  703,433  4,559  62,741  8.66  13.1 
Medical Oncology  41,926  381,310  3,838  43,209  8.33  10.6 
Orthopedic Surgery and Traumatology  227,900  1,231,411  2,597  39,430  4.61  14.6 
Urology  107,910  417,141  5,041  44,753  3.58  8.6 
TOTAL  1,230,862  9,251,599  137,326  1,623,640  7.69  13.55 

AKI: acute kidney injury; MS: average stay.

Economic costs

Overall, the cost related to an AKI diagnosis was 690,767.503 euros. The total average cost calculated for episodes with AKI was ; 107,377.51, while the average cost of hospitalization episodes without this diagnosis was ; 56,342.69.

Significant differences were found in the costs per episode across the different care units (Table 4). The costs for episodes with a diagnosis of AKI nearly doubled in the units of Cardiology, Digestive System, and Urology. In the Orthopedic Surgery and Traumatology Unit, the average cost of episodes with AKI was quadruple the cost of episodes without AKI.

Table 4.

Mean cost per episode in each care unit included in the analysis.

Care unit  Estimated costs per BOJA (;)  MS without AKI (days)  MS with AKI (days)  Average costs without AKI (;)  Average costs with AKI (;) 
Cardiovascular Surgery  1,197.07  11.11  25.1  13,299.45  30,046.46 
Internal Medicine  324.01  8.34  10  2,702.24  3,240.1 
Infectious Diseases  495.59  10.44  14.6  5,173.96  7,235.61 
Cardiology  991.45  5.13  11.6  5,086.14  11,500.82 
Digestive system  376.24  6.93  12.5  2,607.34  4,703 
Hematology and Hemotherapy  765.96  10.27  17  7,866.41  13,021.32 
Nephrology  893.84  7.19  11.4  6,426.71  10,189.77 
Pneumology  386.65  8.66  13.1  3,348.39  5,065.11 
Medical Oncology  443.5  833  10.6  3,694.35  4,701.1 
Orthopedic Surgery and Traumatology  831.05  4.61  14.6  3,831.14  12,133.33 
Urology  644.29  3.58  8.6  2,306.56  5,540.89 
TOTAL    7.69  13.55  56,342.69  107,377.51 

AKI: acute kidney injury; MS: average length of stay.

p < 0.001.

Mortality

Table 5 shows the overall and annual mortality rates as a function of the presence or absence of AKI. The total number of deaths during the study period was 128,405 out of a total of 2,497,123 hospitalizations. This represents an overall mortality rate of 5.14%.

Table 5.

Mortality rate per episode in patients with and without a diagnosis of acute kidney injury during the study.

  Episodes No AKI (n)  Deaths without AKI (n)  Mortality (%)  Episodes with AKI (n)  Deaths with AKI (n)  Mortality (%) 
2017  493,115  18,834  3.82  24,182  5,480  22.66 
2018  491,509  18,936  3.85  27,404  6,282  22.92 
2019  491,306  18,557  3.78  29,873  6,578  22.02 
2020  421,872  18,870  4.47  31,498  7,480  23.75 
2021  453,117  19,534  4.31  33,247  7,854  23.62 
TOTAL  2,350,919  94,731  4.03  146,204  33,674  23.03 

AKI: acute kidney injury.

A total of 23.03% of the admitted patients in whom AKI was diagnosed died, compared with 4.03% of the patients admitted without AKI. This important difference in the mortality rate was also maintained when we analyzed the data annually, with a peak in mortality in 2020 and 2021, which is probably related to the COVID-19 pandemic.

If we take into account the 11 care units with the highest incidence of AKI, the data are similar (Table 6). Among the 137,326 AKI episodes recorded during the 5 years of the study, 31,538 patients died (overall mortality rate in this period of 22.96%). Among the 1,230,862 episodes without AKI, 84,860 patients died (mortality rate of 6.89%). Medical Oncology, Orthopedic Surgery and Traumatology, Hematology, and Internal Medicine were the units with the highest mortality rates. Among those with lower mortality rates, Nephrology, Urology, and Cardiovascular Surgery are notable.

Table 6.

Number of deaths and mortality rate per care unit stratified by the diagnosis of acute kidney injury during the study period (2017–2021).

Care unit  Episodes without AKI (n)  Episodes with AKI (n)  Deaths without AKI (n, %)  Deaths with AKI (n, %) 
Cardiovascular Surgery  21,955  1,241  335 (1.5)  105 (8.4) 
Internal Medicine  424,836  88,835  61,249 (14.4)  24,078 (27.1) 
Infectious Diseases  40,084  4,856  2,747 (6.8)  896 (18.4) 
Cardiology  142,756  6,720  1,648 (1.15)  712 (10.6) 
Digestive System  96,442  8,436  2,500 (2.6)  1,564 (18.5) 
Clinical Hematology and Hemotherapy  28,834  2,441  1,446 (5)  678 (27.8) 
Nephrology  19,962  8,762  639 (3.2)  459 (5.2) 
Pneumology  78,257  4,559  3,541 (4.5)  623 (13.7) 
Medical Oncology  41,926  3,838  7,876 (18.8)  1,357 (35.3) 
Orthopedic Surgery and Traumatology  227,900  2,597  2,268 (1)  741 (28.5) 
Urology  107,910  5,041  611 (0.6)  325 (6.4) 
TOTAL  1,230,862  137,326  84,860 (6.89)  31.538 (22.96) 

AKI: acute kidney injury.

The relationship between incidence and mortality in episodes with a diagnosis of AKI stratified by care unit is summarized in Fig. 1. Notably, Nephrology has the highest incidence of AKI and the lowest mortality rate. In the upper right quadrant of the figure, the units with the highest incidence of AKI and in-hospital mortality (Internal Medicine, Oncology, and Digestive System) are shown and, therefore, should be targeted to achieve improvements in patient outcomes through the implementation of appropriate strategies.

Figure 1.

Incidence‒mortality relationship by care unit.

Discussion

The incidence of AKI in our study was low (5.8%) compared with that in previous studies, where rates ranging from 7 to 21.6% were reported.2,8 This incidence is possibly underestimated in our analysis. The CMBD includes the clinical diagnoses issued by physicians in routine clinical practice. It is possible that certain AKI cases considered mild or in the context of a serious clinical scenario were omitted from the discharge report and therefore were not considered in this analysis. This underdiagnosis of AKI was also reported by Labrador Gómez et al.,5 who, using an automated system to detect a decrease in the glomerular filtration rate, reported an incidence of AKI of 45.5% compared with 7.7% of AKI diagnoses traditionally recorded in discharge reports.

In our study, there was a clear upward trend in the incidence of AKI over time. The causes that explain this increase are several-fold: aging of the general population with an increase in associated comorbidities and cardiovascular risk factors, a higher incidence of sepsis in patients in the ICU, a greater number of surgeries, and an increase in exposure to nephrotoxic drugs.9 We cannot rule out the growing awareness of the importance of AKI, which could explain the increase in AKI diagnoses among professionals.

It is worth noting the differences in incidence when cases are subdivided by care unit, with the diagnosis of AKI being more frequent in clinical units such as Nephrology, Internal Medicine, or Infectious Diseases and much less common in surgical units. We understand that there are four main reasons that explain this gap. First, the underreporting of AKI in surgical units, in which the reports do not usually include all the diagnoses presented by the patient during admission. Second, a possible lower awareness of the importance of kidney damage among these physicians could explain the underdiagnosis, especially for mild AKI with slight increases in serum creatinine levels. Third, the frequent, scheduled admissions that occur in surgical units assume an initially stable patient profile with a good clinical and analytical profile in most cases. Finally, the type of patient admitted to the Internal Medicine or Infectious Diseases Units has a higher comorbidity profile because of concomitant pathologies, advanced average age, and reasons for admission with a greater pathogenic likelihood for the development of AKI. In relation to the Nephrology Unit, a high incidence is expected given the baseline characteristics of the nephrological patient.

In our study, the diagnosis of AKI clearly led to a longer hospital stay (13.55 days vs. 7.69 days), higher economic cost (; 107,377.51 vs. ; 56,342.69) and higher mortality (23.03% vs. 4.03%) compared with patients admitted without AKI.

The available literature has already established that a diagnosis of AKI directly affects the average hospital length of stay and associated costs.8 In our study, there was again a difference depending on the unit studied, although the increase in average length of stay and costs in patients diagnosed with AKI is consistent. The most affected unit in our analysis was Orthopedic Surgery and Traumatology, where the detection of AKI quadrupled the average stay. However, the highest average length of stay, 25 days, was associated with Cardiovascular Surgery. This is probably because it is a unit with a greater number of unscheduled admissions and patients with significant hemodynamic complexity. In contrast, the detection of AKI in the departments of Internal Medicine, Medical Oncology, and Nephrology increased the average length of stay by only two days compared with patients without AKI. This could be due to several reasons. The main reason is the profile of the patient who presents with AKI in each unit compared with the rest of the patients. In surgical units, patients with AKI usually present with a series of complications associated with surgery or the postoperative period that, in many cases, involve surgical reinterventions, admission to the ICU, a multidisciplinary approach, etc. Another determining factor may be that the knowledge and experience in relation to the management of AKI that medical specialists usually have is greater than that of surgical specialists, resulting in earlier detection and treatment of AKI in the former.

Although AKI is a preventable, treatable, and potentially reversible clinical condition, it currently poses a large economic burden for the health system, especially if it is not managed properly.10,11 In our study, overall, the costs of hospital admissions without AKI were ; 56,342, whereas in those in which AKI was diagnosed, the costs were ; 107,377. In terms of this additional cost during hospitalization, it should be noted that patients with AKI have increased comorbidities in the medium–long term (increased risk of new episodes of AKI, progression to chronic kidney disease, greater number of rehospitalizations, and increased vascular comorbidity), which represents an additional increase in costs for the health system that is difficult to determine with the data available today.12,13

In terms of mortality, the difference between those episodes with an AKI diagnosis and those without an AKI diagnosis is evident in our data. Similarly, two previous meta-analyses reported a direct relationship between an AKI diagnosis and increased mortality.12,14 The most recent study, by See EJ et al.,12 included 82 studies that included 2,017,437 participants. These authors reported that people with AKI have a higher risk of death, with a hazard ratio of 1.80 (95% confidence interval (CI) 1.61–2.02) (13.19 versus 7.26 deaths per 100 person-years in the group without AKI).

Mortality rates were higher among patients admitted with a diagnosis of AKI in all care units. The incidence of AKI in the Medical Oncology Unit is notable. AKI is a frequent complication in oncological patients who have a compromised immune system and are subjected to nephrotoxic treatments. In turn, the clinical impact of AKI on these patients is important because it can hinder the management of neoplastic disease, limiting treatment options.15 Therefore, this considerable incidence rate with high associated mortality is not surprising, indicating that these units should consider implementing preventive strategies to avoid kidney damage and facilitate early diagnosis and intervention in these patients.

In the present study, the Oncology, Internal Medicine, and Digestive System Units had the highest incidence of AKI during hospitalization and the highest rates of associated mortality. These observations contrast with the data obtained in the Nephrology Unit, where despite presenting the highest incidence of AKI, most likely associated with clinical cases of AKI with greater complexity, the lowest mortality rates and an average length of stay less than that of the entire set of analyzed units were found.

These findings highlight the clinical and strategic value of the direct involvement of nephrologists in the care of patients with AKI. The experience and specific approach of nephrology in addressing this pathology allows not only improvement in clinical outcomes but also optimization of the efficiency of the system by reducing the duration of hospital admissions and, therefore, the associated costs.

From this perspective, it is especially relevant to develop an institutional strategy that favors the active participation of nephrologists in those units with poor results in the management of AKI. Priority measures include the shared etiological analysis of cases, the design of training programs for professionals from other specialties, the establishment of multidisciplinary collaboration protocols, and the systematic monitoring of the impact of the interventions implemented to identify opportunities for continuous improvement.

In light of the global data presented in this study, the urgent need for concrete measures becomes evident. The first fundamental step is to increase awareness among healthcare professionals, managers, and decision-makers in the healthcare sector about the profound negative impact of this condition, not only on the health of patients but also on the sustainability of the healthcare system. To achieve this, it is essential to have solid clinical information systems that allow accurate evaluation of the magnitude of the problem and generate quality scientific evidence. Without reliable and validated data, it is difficult to educate the individuals involved and promote effective strategies.

In this context, the role of the nephrologist is essential not only during hospitalization, as already mentioned, but also in the planning of adequate follow-up after discharge. Recent studies have shown the negative consequences in the medium and long term of having experienced an episode of AKI, which is associated with an increased risk of mortality, cardiovascular events, recurrence of AKI, and progression to CKD and even end-stage renal disease.12 This reality underscores the need for a specialized and continuous intervention that minimizes these risks and improves the outcome of patients.

This study has several limitations that should be considered when the results are interpreted. First, there is a risk of underreporting variables, often as a result of incomplete discharge reports where all diagnoses and procedures performed are not included. Second, the CMBD encodes the number of admissions regardless of the individual involved so that the same patient can appear repeatedly in the database. In addition, there is no standardized criterion for the diagnosis of AKI, nor has it been possible to establish its severity with the available data. Finally, the use of aggregated data leads to the loss of detailed information on the distribution of the data and the variability within each group, preventing fine adjustments or exploring specific subgroups.

Our study also presents several strengths that support the validity and reliability of the results obtained. The analysis was carried out on the entire admitted population, which gives the study a high degree of representativeness and allows a broad and accurate view of the variables analyzed to be obtained, reinforcing the applicability of the conclusions. In addition, the study presented a homogeneous coding that minimized the variability of the data collected each year, improving the reliability of the results. In addition, we consider that the analysis focused exclusively on patients with AKI admitted to the hospital ward provides a different approach than that usually found in the literature, where we find data on patients with AKI in the ICU. The care of the patient with AKI in the hospitalization wards falls on physicians of different specialties, some of whom have training deficiencies that can considerably affect the outcomes of these patients.

This study also provides added value by comparatively analyzing the impact of AKI in different care units, revealing significant differences in terms of both incidence and clinical and economic outcomes. To the best of our knowledge, this approach has not been previously explored in our environment, which reinforces the interest and originality of the work. This approach not only allows the identification of those units that require priority improvement interventions but also facilitates the design of specific measures adapted to the particularities of each type of unit, which would improve management and clinical results. Finally, the long study period allows us to capture the impact of the variables over the years, increasing the robustness of the results.

Conclusion

The overall incidence of hospital AKI reported in the CMBD in Andalusian hospitals is lower than that reported in the literature and is possibly underestimated by undercoding in clinical discharge reports. However, there is evidence of a progressive increase in the incidence of hospital AKI during the period of time studied, as well as a clear association between the diagnosis of AKI and increased average length of stay, increased economic cost, and increased hospital mortality.

Our analysis highlights the need to promote dialog between health professionals and policy-makers to increase awareness about AKI and its impact on public health. The design of more effective medical care models focused on the prevention, early detection, and treatment of AKI, especially in units where its impact is more significant, such as Oncology, Internal Medicine, and Digestive System Units, would improve patient safety and reduce associated costs. The variability observed in the incidence and consequences of AKI among the different units highlights the importance of an individualized approach to identify priority areas in need of intervention.

In this context, we propose that the proactive integration of the Nephrology Unit into the multidisciplinary care of AKI is essential. The experience and specific training of nephrologists promote greater diagnostic accuracy, the establishment of targeted treatments earlier, and the planning of adequate follow-up both during hospitalization and after discharge. This would not only contribute to the improvement in health outcomes in the short and long term but also positively influence the sustainability of the healthcare system by reducing the costs associated with AKI.

Financing

This research has not received specific support from public sector agencies, the commercial sector, or nonprofit entities.

Declaration of competing interest

The authors declare that they have no conflicts of interest.

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