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The objective is to measure the adjusted association between preoperative anemia and total hospital costs. We hypothesize that patients with anemia before surgery will have higher hospitalization costs than people without anemia.
This study will examine the association between preoperative anemia (hematocrit less than 0.39; low blood counts) and hospital total costs from elective colorectal surgery. Total costs will be defined as the combination of direct and indirect costs ascertained using standardized patient-level costing algorithms (i.e. the standard way that hospital measure their costs). Adjustment will be made for factors that are likely to influence both the presence of anemia and costs of care.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Anemic | People with a preoperative hematocrit less than 0.39 |
| |
| Non-anemic | People with a preoperative hematocrit greater than or equal to 0.39 |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Anemia | Other | Hematocrit less than 0.39 |
|
| Measure | Description | Time Frame |
|---|---|---|
| Total Hospital Costs | Direct and indirect costs accrued during the index hospitalization. Costs were measured using standard and validated algorithms, standardized to 2016 CAD. This method accounts for a patient's resource intensity weight, their case mix group, as well as fixed patient costs (e.g., medications, investigations) and indirect costs to the hospital based on patient's location of care (intensive care unit versus ward) and length of stay. | Hospital admission to date of discharge from hospital, or 365 days after admission, whichever came first |
| Measure | Description | Time Frame |
|---|---|---|
| Length of Stay | Number of days in hospital after surgery | Date of surgery to date of hospital discharge, or up to one year after surgery (whichever comes first) |
| Red Blood Cell Transfusion | Any red blood cell transfusion received |
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Inclusion Criteria:
Exclusion Criteria:
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All adults having elective colorectal surgery with national surgical quality improvement program data available
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 31044414 | Derived | Feng S, Greenberg J, Moloo H, Thavorn K, McIsaac DI. Hospital cost associated with anemia in elective colorectal surgery: a historical cohort study. Can J Anaesth. 2019 Aug;66(8):877-885. doi: 10.1007/s12630-019-01379-8. Epub 2019 May 1. |
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| ID | Title | Description |
|---|---|---|
| FG000 | Anemic | People with a preoperative hematocrit less than 0.39 Anemia: Hematocrit less than 0.39 |
| FG001 | Non-anemic | People with a preoperative hematocrit greater than or equal to 0.39 |
| Title | Milestones | Reasons Not Completed | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Overall Study |
|
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| ID | Title | Description |
|---|---|---|
| BG000 | Anemic | People with a preoperative hematocrit less than 0.39 Anemia: Hematocrit less than 0.39 |
| BG001 | Non-anemic | People with a preoperative hematocrit greater than or equal to 0.39 |
| Units | Counts |
|---|---|
| Participants |
|
| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes |
|---|---|---|---|---|---|---|---|---|---|
| Age, Customized | Count of Participants |
| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Total Hospital Costs | Direct and indirect costs accrued during the index hospitalization. Costs were measured using standard and validated algorithms, standardized to 2016 CAD. This method accounts for a patient's resource intensity weight, their case mix group, as well as fixed patient costs (e.g., medications, investigations) and indirect costs to the hospital based on patient's location of care (intensive care unit versus ward) and length of stay. | Posted | Mean | Standard Deviation | Dollars | Hospital admission to date of discharge from hospital, or 365 days after admission, whichever came first |
|
AEs were not collected
AEs were not expected or collected.
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Anemic | People with a preoperative hematocrit less than 0.39 Anemia: Hematocrit less than 0.39 |
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Findings may not be generalizable to other jurisdictions with different hospital funding models and findings provide only an association between anemia and costs. There is risk of confounding bias due to unmeasured variables that might influence the presence of anemia or the accumulation of costs. The lack of integration of transfusion costs in our healthcare system required us to estimate the added cost of transfusions, and we were also unable to account for physician remuneration costs.
| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Dr. Daniel McIsaac | The Ottawa Hospital | 613-761-4940 | dmcisaac@toh.ca |
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| ID | Term |
|---|---|
| D016063 | Blood Loss, Surgical |
| D000740 | Anemia |
| D003110 | Colonic Neoplasms |
| ID | Term |
|---|---|
| D006470 | Hemorrhage |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D007431 | Intraoperative Complications |
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| Hospital admission to date of surgery, or 365 days after admission, whichever came first |
| BG002 | Total | Total of all reporting groups |
| Participants |
|
| Sex: Female, Male | Count of Participants | Participants |
|
| Independent Functional Status | Measure is based on NSQIP functional status definition (count of participants that are independent): Independent: The patient does not require assistance from another person for any activities of daily living. This includes a person who is able to function independently with prosthetics, equipment, or devices. Not independent: requires assistance for some or all activities of daily living | Count of Participants | Participants |
|
| Elixhauser comorbidity index | The Elixhauser Comorbidity Index is a method of categorizing comorbidities of patients based on the International Classification of Diseases diagnosis codes. Each comorbidity category is documented as disease presence or disease absence and there are 31 categories. Therefore, a higher score indicates more presence of disease (worse outcome) (with 31 being the maximum and 0 being the minimum). | Mean | Standard Deviation | Index |
|
| Procedural Index for Mortality Risk (PIMR) Score | An index that quantifies the relative contribution of a broad range of therapeutic procedures on the risk of death in hospital. Score values range from -7 to +11 (higher score indicates greater risk). | Mean | Standard Deviation | Number of procedural risk points |
|
| American Society of Anesthesiology (ASA) Score | Physical status classification used to determine a patient's risk with anaesthesia. The score ranges from I to VI, with I indicating a healthy person and VI indicating a deceased organ donor. A higher score indicates greater risk. | Count of Participants | Participants |
|
People with a preoperative hematocrit greater than or equal to 0.39
|
|
| Secondary | Length of Stay | Number of days in hospital after surgery | Posted | Mean | Standard Deviation | Days | Date of surgery to date of hospital discharge, or up to one year after surgery (whichever comes first) |
|
|
|
| Secondary | Red Blood Cell Transfusion | Any red blood cell transfusion received | Posted | Count of Participants | Participants | Hospital admission to date of surgery, or 365 days after admission, whichever came first |
|
|
|
| 0 |
| 0 |
| 0 |
| 0 |
| 0 |
| 0 |
| EG001 | Non-anemic | People with a preoperative hematocrit greater than or equal to 0.39 | 0 | 0 | 0 | 0 | 0 | 0 |
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| D006402 | Hematologic Diseases |
| D006425 | Hemic and Lymphatic Diseases |
| D015179 | Colorectal Neoplasms |
| D007414 | Intestinal Neoplasms |
| D005770 | Gastrointestinal Neoplasms |
| D004067 | Digestive System Neoplasms |
| D009371 | Neoplasms by Site |
| D009369 | Neoplasms |
| D004066 | Digestive System Diseases |
| D005767 | Gastrointestinal Diseases |
| D003108 | Colonic Diseases |
| D007410 | Intestinal Diseases |