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2023 | OriginalPaper | Buchkapitel

Statistical Analysis and Logistic Regression to Assess How COVID-19 Has Changed Department of General Medicine Patients’ Management: A Bicentric Study

verfasst von : Ida Santalucia, Marta Rosaria Marino, Massimo Majolo, Giuseppe Longo, Andrea Lombardi, Anna Borrelli, Maria Triassi

Erschienen in: Biomedical and Computational Biology

Verlag: Springer International Publishing

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Abstract

The purpose of the present work was to assess the impact of the Covid-19 epidemic on the activity of the Department of General Medicine in the University Hospital “San Giovanni di Dio and Ruggi d’Aragona” of Salerno and the hospital “A.O.R.N. A. Cardarelli” of Naples (Italy). COVID-19 is a specific disease affecting subject respiratory system is a respiratory infection that changed the health context. Because of the pandemic hospitals had to reorganize departments to better manage resources. In order to make a comparison with and without Covid-19, the data for the year 2019 (in the absence of Covid-19) and in the year of the pandemic 2020 have been collected. In the work was used the logistic regression technique to study the following variables: age, sex, LOS, weight of DRG, mode of discharge and type of hospitalization. In addition, the results of the two hospitals were used to make a comparison. For both hospitals in the year 2020 the number of patients admitted is lower than the previous year, and this shows that there has been appropriate management and control to establish patients who really needed hospitalization.

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Literatur
3.
Zurück zum Zitat Shi, H., et al.: Radiological findings from 81 patients with COVID-19 pneumonia in Wuhan, China: a descriptive study. Lancet Infect. Dis. 20, 425–434 (2020)CrossRefPubMedPubMedCentral Shi, H., et al.: Radiological findings from 81 patients with COVID-19 pneumonia in Wuhan, China: a descriptive study. Lancet Infect. Dis. 20, 425–434 (2020)CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Uyaroğlu, O.A., et al.: Evaluation of the effect of COVID-19 pandemic on anxiety severity of physicians working in the internal medicine department of a tertiary care hospital: a cross-sectional survey. Int. Med. J. 50, 1350–1358 (2020). https://doi.org/10.1111/imj.14981CrossRef Uyaroğlu, O.A., et al.: Evaluation of the effect of COVID-19 pandemic on anxiety severity of physicians working in the internal medicine department of a tertiary care hospital: a cross-sectional survey. Int. Med. J. 50, 1350–1358 (2020). https://​doi.​org/​10.​1111/​imj.​14981CrossRef
6.
Zurück zum Zitat Wee, L.E., Conceicao, E.P., Sim, X.Y.J., et al.: Minimising intra-hospital transmission of COVID-19: the role of social distancing. J. Hosp. Infect. 105, 113–115 (2020)CrossRefPubMedPubMedCentral Wee, L.E., Conceicao, E.P., Sim, X.Y.J., et al.: Minimising intra-hospital transmission of COVID-19: the role of social distancing. J. Hosp. Infect. 105, 113–115 (2020)CrossRefPubMedPubMedCentral
7.
9.
Zurück zum Zitat Siu, A.L., Manning, W.G., Benjamin, B.: Patient, provider and hospital characteristics associated with inappropriate hospitalization. Am. J. Publ. Health 80, 1253–1256 (1990)CrossRef Siu, A.L., Manning, W.G., Benjamin, B.: Patient, provider and hospital characteristics associated with inappropriate hospitalization. Am. J. Publ. Health 80, 1253–1256 (1990)CrossRef
10.
Zurück zum Zitat Davido, A., Nicoulet, I., Levy, A., Lang, T.: Appropriateness of admission in an emergency department: reliability of assessement and causes of failure. Qual. Assur. Health Care 3, 227–234 (1991)CrossRefPubMed Davido, A., Nicoulet, I., Levy, A., Lang, T.: Appropriateness of admission in an emergency department: reliability of assessement and causes of failure. Qual. Assur. Health Care 3, 227–234 (1991)CrossRefPubMed
11.
Zurück zum Zitat Angelillo, I.F., et al.: Appropriateness of hospital utilisation in Italy. Public Health 114, 9–14 (2000)CrossRefPubMed Angelillo, I.F., et al.: Appropriateness of hospital utilisation in Italy. Public Health 114, 9–14 (2000)CrossRefPubMed
15.
Zurück zum Zitat Trunfio, T.A., Scala, A., Borrelli, A., Sparano, M., Triassi, M., Improta, G.: Application of the lean six sigma approach to the study of the los of patients who undergo laparoscopic cholecystectomy at the san giovanni di dio and ruggi d'aragona university hospital. In: 2021 5th International Conference on Medical and Health Informatics (2021) Trunfio, T.A., Scala, A., Borrelli, A., Sparano, M., Triassi, M., Improta, G.: Application of the lean six sigma approach to the study of the los of patients who undergo laparoscopic cholecystectomy at the san giovanni di dio and ruggi d'aragona university hospital. In: 2021 5th International Conference on Medical and Health Informatics (2021)
16.
Zurück zum Zitat Ferraro, A., et al.: Implementation of lean practices to reduce healthcare associated infections. Int. J. Healthc. Technol. Manag. 18(1–2), 51–72 (2020)CrossRef Ferraro, A., et al.: Implementation of lean practices to reduce healthcare associated infections. Int. J. Healthc. Technol. Manag. 18(1–2), 51–72 (2020)CrossRef
17.
Zurück zum Zitat Cesarelli, G., Montella, E., Scala, A., Raiola, E., Triassi, M., Improta, G.: DMAIC approach for the reduction of healthcare-associated infections in the neonatal intensive care unit of the university hospital of Naples ‘Federico II.’ In: Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S., Miklavcic, D. (eds.) EMBEC 2020. IP, vol. 80, pp. 414–423. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-64610-3_48CrossRef Cesarelli, G., Montella, E., Scala, A., Raiola, E., Triassi, M., Improta, G.: DMAIC approach for the reduction of healthcare-associated infections in the neonatal intensive care unit of the university hospital of Naples ‘Federico II.’ In: Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S., Miklavcic, D. (eds.) EMBEC 2020. IP, vol. 80, pp. 414–423. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-64610-3_​48CrossRef
18.
Zurück zum Zitat Improta, G., Simone, T., Bracale, M.: HTA (Health Technology Assessment): a means to reach governance goals and to guide health politics on the topic of clinical Risk management. In: Dössel, O., Schlegel, W.C. (eds.) World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, pp. 166–169. Springer Berlin Heidelberg, Berlin, Heidelberg (2009). https://doi.org/10.1007/978-3-642-03893-8_47CrossRef Improta, G., Simone, T., Bracale, M.: HTA (Health Technology Assessment): a means to reach governance goals and to guide health politics on the topic of clinical Risk management. In: Dössel, O., Schlegel, W.C. (eds.) World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, pp. 166–169. Springer Berlin Heidelberg, Berlin, Heidelberg (2009). https://​doi.​org/​10.​1007/​978-3-642-03893-8_​47CrossRef
19.
Zurück zum Zitat Improta, G., Ponsiglione, A.M., Parente, G., Romano, M., Cesarelli, G., Rea, T., Russo, M., Triassi, M.: Evaluation of medical training courses satisfaction: qualitative analysis and analytic hierarchy process. In: Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S., Miklavcic, D. (eds.) EMBEC 2020. IP, vol. 80, pp. 518–526. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-64610-3_59CrossRef Improta, G., Ponsiglione, A.M., Parente, G., Romano, M., Cesarelli, G., Rea, T., Russo, M., Triassi, M.: Evaluation of medical training courses satisfaction: qualitative analysis and analytic hierarchy process. In: Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S., Miklavcic, D. (eds.) EMBEC 2020. IP, vol. 80, pp. 518–526. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-64610-3_​59CrossRef
20.
Zurück zum Zitat Ponsiglione, A.M., Amato, F., Cozzolino, S., Russo, G., Romano, M., Improta, G.: A hybrid analytic hierarchy process and likert scale approach for the quality assessment of medical education programs. Mathematics 10(9), 1426 (2022)CrossRef Ponsiglione, A.M., Amato, F., Cozzolino, S., Russo, G., Romano, M., Improta, G.: A hybrid analytic hierarchy process and likert scale approach for the quality assessment of medical education programs. Mathematics 10(9), 1426 (2022)CrossRef
22.
Zurück zum Zitat Improta, G., Scala, A., Trunfio, T.A., Guizzi, G.: Application of supply chain management at drugs flow in an Italian hospital district. J. Phys.: Conf. Ser. 1828(1), 012081 (2021) Improta, G., Scala, A., Trunfio, T.A., Guizzi, G.: Application of supply chain management at drugs flow in an Italian hospital district. J. Phys.: Conf. Ser. 1828(1), 012081 (2021)
23.
Zurück zum Zitat Cesarelli, G., Scala, A., Vecchione, D., Ponsiglione, A.M., Guizzi, G.: An innovative business model for a multi-echelon supply chain inventory management pattern. In: Journal of Physics: Conference Series vol. 1828, no. 1, p. 012082 (2021). IOP Publishing Cesarelli, G., Scala, A., Vecchione, D., Ponsiglione, A.M., Guizzi, G.: An innovative business model for a multi-echelon supply chain inventory management pattern. In: Journal of Physics: Conference Series vol. 1828, no. 1, p. 012082 (2021). IOP Publishing
24.
Zurück zum Zitat Improta, G., Luciano, M.A., Vecchione, D., Cesarelli, G., Rossano, L., Santalucia, I., Triassi, M.: Management of the diabetic patient in the diagnostic care pathway. In: Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S., Miklavcic, D. (eds.) EMBEC 2020. IP, vol. 80, pp. 784–792. Springer, Cham (2021). https://doi.org/10.1007/978-3-030-64610-3_88CrossRef Improta, G., Luciano, M.A., Vecchione, D., Cesarelli, G., Rossano, L., Santalucia, I., Triassi, M.: Management of the diabetic patient in the diagnostic care pathway. In: Jarm, T., Cvetkoska, A., Mahnič-Kalamiza, S., Miklavcic, D. (eds.) EMBEC 2020. IP, vol. 80, pp. 784–792. Springer, Cham (2021). https://​doi.​org/​10.​1007/​978-3-030-64610-3_​88CrossRef
30.
Zurück zum Zitat Amato, F., Moscato, V., Picariello, A., Sperlí, G.: Diffusion algorithms in multimedia social networks: a preliminary model. In: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, pp. 844–851 (2017). https://doi.org/10.1145/3110025.3116207 Amato, F., Moscato, V., Picariello, A., Sperlí, G.: Diffusion algorithms in multimedia social networks: a preliminary model. In: Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, pp. 844–851 (2017). https://​doi.​org/​10.​1145/​3110025.​3116207
34.
Zurück zum Zitat Cesarelli, M., Romano, M., Bifulco, P., Improta, G.: Prognostic decision support using symbolic dynamics in CTG monitoring. EFMI-STC 186, 140–144 (2013) Cesarelli, M., Romano, M., Bifulco, P., Improta, G.: Prognostic decision support using symbolic dynamics in CTG monitoring. EFMI-STC 186, 140–144 (2013)
35.
Zurück zum Zitat Revetria, R., Catania, A., Cassettari, L., Guizzi, G., Romano, E., Murino, T., Improta, G., Fujita, H.: Improving healthcare using cognitive computing based software: an application in emergency situation. In: Jiang, H., Ding, W., Ali, M., Xindong, W. (eds.) Advanced Research in Applied Artificial Intelligence, pp. 477–490. Springer Berlin Heidelberg, Berlin, Heidelberg (2012). https://doi.org/10.1007/978-3-642-31087-4_50CrossRef Revetria, R., Catania, A., Cassettari, L., Guizzi, G., Romano, E., Murino, T., Improta, G., Fujita, H.: Improving healthcare using cognitive computing based software: an application in emergency situation. In: Jiang, H., Ding, W., Ali, M., Xindong, W. (eds.) Advanced Research in Applied Artificial Intelligence, pp. 477–490. Springer Berlin Heidelberg, Berlin, Heidelberg (2012). https://​doi.​org/​10.​1007/​978-3-642-31087-4_​50CrossRef
36.
Zurück zum Zitat Russo, T., et al.: Combination design of time-dependent magnetic field and magnetic nanocomposites to guide cell behavior. Nanomaterials 10(3), 577 (2020)CrossRefPubMedPubMedCentral Russo, T., et al.: Combination design of time-dependent magnetic field and magnetic nanocomposites to guide cell behavior. Nanomaterials 10(3), 577 (2020)CrossRefPubMedPubMedCentral
37.
Zurück zum Zitat Cortesi, P.A., et al.: Cost-effectiveness and budget impact of emicizumab prophylaxis in haemophilia a patients with inhibitors. Thromb. Haemost. 120(02), 216–228 (2020)CrossRefPubMed Cortesi, P.A., et al.: Cost-effectiveness and budget impact of emicizumab prophylaxis in haemophilia a patients with inhibitors. Thromb. Haemost. 120(02), 216–228 (2020)CrossRefPubMed
38.
Zurück zum Zitat Fucile, P.: Reverse engineering and additive manufacturing towards the design of 3D advanced scaffolds for hard tissue regeneration. In: 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4. 0&IoT). IEEE (2019) Fucile, P.: Reverse engineering and additive manufacturing towards the design of 3D advanced scaffolds for hard tissue regeneration. In: 2019 II Workshop on Metrology for Industry 4.0 and IoT (MetroInd4. 0&IoT). IEEE (2019)
39.
Zurück zum Zitat Maniscalco, G.T., et al.: Early neutropenia with thrombocytopenia following alemtuzumab treatment for multiple sclerosis: case report and review of literature. Clin. Neurol. Neurosurg. 175, 134–136 (2018)CrossRefPubMed Maniscalco, G.T., et al.: Early neutropenia with thrombocytopenia following alemtuzumab treatment for multiple sclerosis: case report and review of literature. Clin. Neurol. Neurosurg. 175, 134–136 (2018)CrossRefPubMed
40.
Zurück zum Zitat Obenshain, M.K.: Application of data mining techniques to healthcare data. Infect. Control Hosp. Epidemiol. 25(8), 690–695 (2004)CrossRefPubMed Obenshain, M.K.: Application of data mining techniques to healthcare data. Infect. Control Hosp. Epidemiol. 25(8), 690–695 (2004)CrossRefPubMed
41.
Zurück zum Zitat Benneyan, J.C.: The design, selection, and performance of statistical control charts for healthcare process improvement. Int. J. Six Sigma Competitive Advantage 4(3), 209–239 (2008)CrossRef Benneyan, J.C.: The design, selection, and performance of statistical control charts for healthcare process improvement. Int. J. Six Sigma Competitive Advantage 4(3), 209–239 (2008)CrossRef
42.
Zurück zum Zitat Provenzano, F., D’Arrigo, G., Zoccali, C., Tripepi, G.: La regressione logistica nella ricerca clinica. CNR-IBIM, Unità di Ricerca di Epidemiologia Clinica e Fisiopatologia delle Malattie Renali e dell’Ipertensione Arteriosa, Reggio Calabria Provenzano, F., D’Arrigo, G., Zoccali, C., Tripepi, G.: La regressione logistica nella ricerca clinica. CNR-IBIM, Unità di Ricerca di Epidemiologia Clinica e Fisiopatologia delle Malattie Renali e dell’Ipertensione Arteriosa, Reggio Calabria
43.
Zurück zum Zitat Scala, A., De Coppi, L., Loperto, I., Borrelli, A., Lombardi, A., Triassi, M.:Investigating the impact of CoViD-19 on the activities of a department of general medicine. In: 2021 International Symposium on Biomedical Engineering and Computational Biology (BECB 2021)Association for Computing Machinery, New York, NY, USA, Article 53, pp. 1–4https://doi.org/10.1145/3502060.3503662 Scala, A., De Coppi, L., Loperto, I., Borrelli, A., Lombardi, A., Triassi, M.:Investigating the impact of CoViD-19 on the activities of a department of general medicine. In: 2021 International Symposium on Biomedical Engineering and Computational Biology (BECB 2021)Association for Computing Machinery, New York, NY, USA, Article 53, pp. 1–4https://​doi.​org/​10.​1145/​3502060.​3503662
Metadaten
Titel
Statistical Analysis and Logistic Regression to Assess How COVID-19 Has Changed Department of General Medicine Patients’ Management: A Bicentric Study
verfasst von
Ida Santalucia
Marta Rosaria Marino
Massimo Majolo
Giuseppe Longo
Andrea Lombardi
Anna Borrelli
Maria Triassi
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-25191-7_36

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