Submitted:
24 July 2024
Posted:
25 July 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
- September 2019 to February 2020 (Pre-Pandemic Period)
- March 2020 to August 2020 (Pandemic Period)
- September 2022 to February 2023 (Post-Pandemic Period)
3. Data Analysis
4. Results
4.1. The Main Semantic Cores
4.2. The Latent Dimensions of Meaning
4.3. Relationships between Dimensions of Meaning and Texts’ Characteristics
5. Discussion
6. Conclusions
Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Illustrative variable | Modality | Percentage value |
| Period | Pre-pandemic | 19.2% |
| Pandemic | 38.7% | |
| Post-pandemic | 42.1% | |
| Typology | Complaints | 734% |
| Appreciations | 16% | |
| Requests for information | 106% |
| N | |
| Texts in the corpus | 501 |
| Elementary contexts (EC) | 1787 |
| Types | 9411 |
| Lemma | 4779 |
| Occurrences (Tokens) | 78.511 |
| Threshold of lemma selection | 15 |
| Lemmas in analysis | 478 |
| Note – Texts in the corpus: number of answers to the open question (corresponding to the number of participants) inserted in the text analysis; Elementary context: sections of text (e.g., sentences, paragraphs, or short texts) characterized by the same keyword patterns; Types: total number of words (i.e., including all linguistic forms) contained in the general corpus; Lemmas: words transformed into headword; Occurrences (Tokens): frequencies of a single lexical unit; Threshold of lemma selection: the value selected to include the lemma in the analysis; Lemmas in analysis: number of headwords inserted in analysis | |
| (-) Demand for relationship | (+) Demand for access to care | ||
| Lemmas | Test Value | Lemmas | Test Value |
| Professionality | -11.9054 | To answer | 9.8461 |
| Thank you | -11.0784 | Booking | 9.6795 |
| To thank | -10.7237 | To book | 9.436 |
| Person | -9.0203 | Visit | 9.0178 |
| Thanksgiving | -8.4761 | To make | 8.0087 |
| Ward | -8.3159 | Request | 7.833 |
| Doctor | -8.2677 | CUP | 7.5992 |
| Patient | -8.1822 | Call | 7.4565 |
| Care | -7.9482 | Examination | 7.21 |
| Humanity | -7.7828 | Answer | 6.9294 |
| Staff | -7.6903 | Number | 6.3859 |
| Competence | -7.038 | Ask | 6.1528 |
| Work | -7.0374 | To go | 6.1185 |
| Violation | -7.0241 | Office | 6.0547 |
| Word | -6.7799 | Prescription | 5.8849 |
| Life | -6.6419 | 5.8515 | |
| Professional | -6.6229 | To contact | 5.8034 |
| Demonstrate | -6.4319 | To result | 5.3581 |
| Particular | -6.2429 | Appointment | 5.323 |
| Hospital | -6.2197 | Communicate | 5.1468 |
| Human | -6.2044 | Check-up | 4.9324 |
| Express | -6.1271 | Payment | 4.5119 |
| Gratitude | -6.0287 | Telephone | 4.4783 |
| Illness | -5.9415 | To attach | 4.2715 |
| Mom | -5.8973 | Information | 4.2401 |
| (-) Competence required to the health profession | (+) Needs and rights of the user | ||
| Lemmas | Test Value | Lemmas | Test Value |
| Doctor | -7.0624 | Patient | 12.3807 |
| Professionalism | -7.0382 | Right | 11.2772 |
| Thank you | -6.6927 | Surgery | 8.661 |
| Answer | -6.46 | Hospitalized | 8.4639 |
| Big | -4.893 | To access | 8.3802 |
| Thanksgiving | -4.7954 | Pathology | 7.2226 |
| To feel | -4.7358 | Sanitary | 6.8835 |
| Humanity | -4.5016 | To recover | 6.2835 |
| Call | -4.1497 | Behaviour | 6.2189 |
| Mom | -4.1363 | Health | 5.6436 |
| Professional | -4.0924 | Citizen | 5.6425 |
| Answer | -3.9777 | System | 5.5788 |
| Violation | -3.9166 | Drug | 5.4057 |
| Particular | -3.8359 | Therapeutic | 5.1719 |
| Word | -3.7611 | To intervene | 5.062 |
| Person | -3.7391 | Health Service | 4.9925 |
| Number | -3.7365 | First-aid | 4.9666 |
| Dad | -3.5983 | Affection | 4.7452 |
| To result | -3.4951 | Ambulance | 4.6434 |
| To demonstrate | -3.3877 | To submit | 4.4277 |
| Office | -3.3528 | Serious | 4.3524 |
| Son | -3.2091 | To die | 4.2613 |
| To contact | -3.2023 | Assistance | 4.2423 |
| Competence | -3-1427 | Quality | 4.212 |
| Suffering | -3.0039 | To suffer | 4.2101 |
| Factorial Dimension 1: Demand for relationship (-) vs Demand for access to care (+) |
Factorial Dimension 2: Competence required to the health profession vs needs and rights of the service use |
|
| Temporal periods | Test value* | Test value* |
| Pre-pandemic | -5.68 | -4.32 |
| Pandemic | -12.53 | // |
| Post-pandemic | 12.93 | 6.44 |
| Typology | ||
| Complaints | 14.41 | 5.82 |
| Appreciations | -90.8 | -24.65 |
| Requests for information | 22.67 | 4.83 |
| * Z-score | ||
| Factorial Dimension 1: Demand for relationship (-) vs Demand for access to care (+) |
Factorial Dimension 2: Competence required to the health profession vs needs and rights of the service use |
|
| Clusters | ||
| Cluster 1 - The right to be cared for and respected |
-21.85 | 48.50 |
| Cluster 2 - Barriers to access to care |
34.02 | 3.11 |
| Cluster 3 - The impossibility of contact |
38.93 | -18.82 |
| Cluster 4 - The value of the doctor-patient relationship | -60.86 | -27.65 |
| * Z-score | ||
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