Osteoarthritis, Knee
Conditions
Brief summary
Home monitoring technologies have recently emerged in many different areas of healthcare. These technologies are being used to provide rehabilitation to patients, and to prevent, identify, and manage complications. The investigators are proposing a method to monitor and communicate with patients during the first 12 weeks after total knee arthroplasty (TKA) using an electronic home-based patient monitoring system with unique connectivity capabilities and prescriptive controls. The investigators will prospectively, electronically capture range of motion and gait parameters at specified intervals using Bluetooth sensors worn by the patient. The unique in-home patient monitoring platform will be utilized by 10 TKA patients once they return home following surgery. The investigators hypothesize that the use of an internet based home patient monitoring technology platform will reliably provide information related to the patients' pain and function and enhance patient feedback and communication after TKA. The hypothesis will be tested with the following aim: 1) To test the reliability of all technology utilized within the patient's home including but not limited to the sensors, the communication controller, the patient interface (Android tablet) and the internet by prospectively comparing between data collected through the home monitoring technology and traditional clinical measurements taken during physical therapy and surgical follow-up visits.
Detailed description
Over one million primary total hip and total knee arthroplasty (TKA) surgeries are being performed annually in the U.S. and this number is expected to increase over the next seven years, along with a simultaneously projected shortage of trained orthopaedic surgeons to care for these patients. This proposal addresses the optimization of the surgeons' clinical time through utilization of innovative home based technologies to monitor and communicate with patients during the first 12 weeks after total knee arthroplasty. This will be accomplished by establishing home monitoring connectivity with novel technology and measure validated patient-reported outcomes, knee ROM and gait parameters in a postoperative TKA patient's native living environment. It will allow the investigators to prospectively, electronically capture clinically relevant TKA outcomes at the patient's home and provide insight into postoperative rehabilitation progress, predictors of suboptimal clinical outcomes, and guide future randomized controlled trial development to improve outcomes.
Interventions
Patient reported outcomes, functional measures such as the maximum attainable range of motion (AROM) and the number of steps taken will be tracked using sensors worn by the patient. The AROM sensor values will be verified with range of motion measurements taken using a goniometer during therapy and MD visits.
Sponsors
Study design
Eligibility
Inclusion criteria
* Unilateral primary TKA * Surgery is performed at Cleveland Clinic Main Campus or at Lutheran Hospital * Patient must reside within 75 miles (driving distance) from Cleveland Clinic Main Campus * Patient expected to utilize Cleveland Clinic Home Care Services after surgery
Exclusion criteria
* Revision or simultaneous bilateral TKA * English is not the patient's preferred language for healthcare discussions * Currently participating in any other research study
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Overall Reliability of Monitoring Technology, Measured as Proportion of Actual Data Received From the Patient's Home Compared to the Amount of Data Expected (Based on Activities That Were Reported as Completed by Patients) Over the 12 Week Study Period. | daily, from the date of discharge until the 12 week postoperative follow-up appointment has occurred | The investigators will determine the reliability of the at-home monitoring technology for recording and transmitting data from the patient's home to the healthcare provider. This will be measured for each patient individually and then combined to form an aggregate measurement. Reliability of the technology to collect data was calculated for each patient individually by counting the number of times data (range of motion, TUG test results, VAS Pain score, etc) was received and dividing that number by the number of times data was expected (activities reported as complete by patients). This was then converted into a percentage. Additionally, this number was aggregated by combining the numerators (activities received) for all patients and denominators (activities complete) for all patients and determining the overall reliability of the technology. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Change From Preoperative to Postoperative Knee Range of Motion | Once preoperatively then postoperatively 2-3 times daily from the date of discharge until the 12 week postoperative follow-up appointment has occurred | Change from Preoperative to Postoperative Knee Range of Motion, Knee range of motion is recorded daily using sensors above and below the knee. Please note: only data from sensors is being reported |
| Change From Preoperative to Postoperative Timed Up and Go Test | Once preoperatively then postoperatively 2-3 times daily from the date of discharge until the 12 week postoperative follow-up appointment has occurred | Change from Preoperative to Postoperative Timed Up and Go Test. The time that a patient takes to rise from a chair, walk three meters, turn around, walk back to the chair, and sit down. This time was recorded electronically by the patient at home using the tablet. |
| Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | Once preoperatively then postoperatively 2-3 times daily from the date of discharge until the 12 week postoperative follow-up appointment has occurred | Knee-related pain was measured using a visual analog scale with numeric values added to the line. Zero (0) is the minimum value and 10 is the maximum value. A score of 0 indicates no pain and a score of 10 indicates the worst pain imaginable. |
| Rehab Compliance | Percentage of exercises completed 2-3 times daily, from the date of discharge up to approximately 4 weeks postoperatively when outpatient physical therapy begins | Percentage of required at-home therapy exercises completed each session, as well as the total percentage completed during all home therapy sessions |
| Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | Once preoperatively then postoperatively once weekly from the date of discharge until the 12 week follow-up appointment has occurred | We will assess KOOS Function using 7 questions, each response given a point value from 0 to 4. The sum of these points will total between 0 and 28 points. This total will be normalized to a 100 point scale where 100 means no functional difficulty and 0 is extreme difficulty. |
| Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | Once preoperatively then postoperatively once weekly from the date of discharge until the 12 week follow-up appointment has occurred | We will assess KOOS QOL using 4 questions, each response given a point value from 0 to 4. The sum of these points will total between 0 and 16 points, which will then be normalized to a 100 point scale. One hundred (100) means the knee does not affect quality of life and 0 indicates that the knee is a constant problem affecting quality of life. |
| Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | Once preoperatively then postoperatively once weekly from the date of discharge until the 12 week follow-up appointment has occurred | We will assess KOOS Pain using 9 questions, each response given a point value from 0 to 4. The sum of these points will total between 0 and 36 points. This score will be normalized to a 100 point scale where 100 means no pain and 0 is extreme pain. |
Countries
United States
Participant flow
Recruitment details
Patients who were scheduled for primary total knee arthroplasty from October 2016 through February 2017 and met all enrollment criteria were asked to participate.
Pre-assignment details
All participants were enrolled in the same group.
Participants by arm
| Arm | Count |
|---|---|
| Home-based Monitoring All enrolled patients were asked to use technology to collect functional and patient reported outcomes at home after total knee arthroplasty. | 10 |
| Total | 10 |
Withdrawals & dropouts
| Period | Reason | FG000 |
|---|---|---|
| Overall Study | Adverse Event | 1 |
Baseline characteristics
| Characteristic | Home-based Monitoring |
|---|---|
| Age, Continuous | 67 years |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants |
| Race (NIH/OMB) Asian | 0 Participants |
| Race (NIH/OMB) Black or African American | 1 Participants |
| Race (NIH/OMB) More than one race | 0 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 0 Participants |
| Race (NIH/OMB) White | 9 Participants |
| Sex: Female, Male Female | 5 Participants |
| Sex: Female, Male Male | 5 Participants |
Adverse events
| Event type | EG000 affected / at risk |
|---|---|
| deaths Total, all-cause mortality | 0 / 14 |
| other Total, other adverse events | 0 / 14 |
| serious Total, serious adverse events | 1 / 14 |
Outcome results
Overall Reliability of Monitoring Technology, Measured as Proportion of Actual Data Received From the Patient's Home Compared to the Amount of Data Expected (Based on Activities That Were Reported as Completed by Patients) Over the 12 Week Study Period.
The investigators will determine the reliability of the at-home monitoring technology for recording and transmitting data from the patient's home to the healthcare provider. This will be measured for each patient individually and then combined to form an aggregate measurement. Reliability of the technology to collect data was calculated for each patient individually by counting the number of times data (range of motion, TUG test results, VAS Pain score, etc) was received and dividing that number by the number of times data was expected (activities reported as complete by patients). This was then converted into a percentage. Additionally, this number was aggregated by combining the numerators (activities received) for all patients and denominators (activities complete) for all patients and determining the overall reliability of the technology.
Time frame: daily, from the date of discharge until the 12 week postoperative follow-up appointment has occurred
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Home-based Monitoring | Overall Reliability of Monitoring Technology, Measured as Proportion of Actual Data Received From the Patient's Home Compared to the Amount of Data Expected (Based on Activities That Were Reported as Completed by Patients) Over the 12 Week Study Period. | 91 percentage of received vs expected data | Standard Deviation 6 |
Change From Preoperative to Postoperative Knee Range of Motion
Change from Preoperative to Postoperative Knee Range of Motion, Knee range of motion is recorded daily using sensors above and below the knee. Please note: only data from sensors is being reported
Time frame: Once preoperatively then postoperatively 2-3 times daily from the date of discharge until the 12 week postoperative follow-up appointment has occurred
Population: One patient was withdrawn from the study prior to the 8 week follow-up visit due to an adverse event. Therefore, only 9 patients were included in the analysis at 8 weeks and 12 weeks postoperative.
| Arm | Measure | Group | Value (MEAN) |
|---|---|---|---|
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | Preoperative | 17 degrees |
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | Homecare Visit 1 | 5.8 degrees |
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | Homecare Visit 2 | 9.7 degrees |
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | Homecare Visit 3 | 2.2 degrees |
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | 4 Weeks Postoperative | -1.1 degrees |
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | 8 Weeks Postoperative | 13.3 degrees |
| Home-based Monitoring | Change From Preoperative to Postoperative Knee Range of Motion | 12 Weeks Postoperative | 22.3 degrees |
Change From Preoperative to Postoperative Timed Up and Go Test
Change from Preoperative to Postoperative Timed Up and Go Test. The time that a patient takes to rise from a chair, walk three meters, turn around, walk back to the chair, and sit down. This time was recorded electronically by the patient at home using the tablet.
Time frame: Once preoperatively then postoperatively 2-3 times daily from the date of discharge until the 12 week postoperative follow-up appointment has occurred
Population: One patient was withdrawn from the study prior to the 8 week follow-up visit due to an adverse event. Therefore, only 9 patients were included in the analysis at 8 weeks and 12 weeks postoperative.
| Arm | Measure | Group | Value (MEAN) |
|---|---|---|---|
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | Preoperative | 0.1 seconds difference |
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | Homecare Visit 1 | 0.1 seconds difference |
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | Homecare Visit 2 | 0.3 seconds difference |
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | Homecare Visit 3 | 0.0 seconds difference |
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | 4 Weeks Postoperative | -0.3 seconds difference |
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | 8 Weeks Postoperative | 0.6 seconds difference |
| Home-based Monitoring | Change From Preoperative to Postoperative Timed Up and Go Test | 12 Weeks Postoperative | 0.2 seconds difference |
Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain
We will assess KOOS Pain using 9 questions, each response given a point value from 0 to 4. The sum of these points will total between 0 and 36 points. This score will be normalized to a 100 point scale where 100 means no pain and 0 is extreme pain.
Time frame: Once preoperatively then postoperatively once weekly from the date of discharge until the 12 week follow-up appointment has occurred
Population: One patient was withdrawn from the study prior to the 8 week follow-up visit due to an adverse event. Therefore, only 9 patients were included in the analysis at 8 weeks and 12 weeks postoperative.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | Preoperative | 41.7 score on a scale | Standard Deviation 7.8 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | Homecare Visit 1 | 41.2 score on a scale | Standard Deviation 10 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | Homecare Visit 2 | 54.6 score on a scale | Standard Deviation 17.2 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | Homecare Visit 3 | 70.0 score on a scale | Standard Deviation 5 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | 4 Weeks Postoperative | 68.5 score on a scale | Standard Deviation 16.3 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | 8 Weeks Postoperative | 73.7 score on a scale | Standard Deviation 15.3 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS Pain | 12 Weeks Postoperative | 78.8 score on a scale | Standard Deviation 11.6 |
Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form)
We will assess KOOS Function using 7 questions, each response given a point value from 0 to 4. The sum of these points will total between 0 and 28 points. This total will be normalized to a 100 point scale where 100 means no functional difficulty and 0 is extreme difficulty.
Time frame: Once preoperatively then postoperatively once weekly from the date of discharge until the 12 week follow-up appointment has occurred
Population: One patient was withdrawn from the study prior to the 8 week follow-up visit due to an adverse event. Therefore, only 9 patients were included in the analysis at 8 weeks and 12 weeks postoperative.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | Preoperative | 41.1 score on a scale | Standard Deviation 12.7 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | Homecare Visit 1 | 36.3 score on a scale | Standard Deviation 17.1 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | Homecare Visit 2 | 56.0 score on a scale | Standard Deviation 18 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | Homecare Visit 3 | 62.8 score on a scale | Standard Deviation 13.5 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | 4 Weeks Postoperative | 73.0 score on a scale | Standard Deviation 16.5 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | 8 Weeks Postoperative | 72.6 score on a scale | Standard Deviation 16.2 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS PS (Physical Function Short Form) | 12 Weeks Postoperative | 78.1 score on a scale | Standard Deviation 15.3 |
Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL
We will assess KOOS QOL using 4 questions, each response given a point value from 0 to 4. The sum of these points will total between 0 and 16 points, which will then be normalized to a 100 point scale. One hundred (100) means the knee does not affect quality of life and 0 indicates that the knee is a constant problem affecting quality of life.
Time frame: Once preoperatively then postoperatively once weekly from the date of discharge until the 12 week follow-up appointment has occurred
Population: One patient was withdrawn from the study prior to the 8 week follow-up visit due to an adverse event. Therefore, only 9 patients were included in the analysis at 8 weeks and 12 weeks postoperative.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | Homecare Visit 3 | 43.8 score on a scale | Standard Deviation 15.9 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | Preoperative | 25.1 score on a scale | Standard Deviation 8.8 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | Homecare Visit 1 | 25.0 score on a scale | Standard Deviation 15.3 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | Homecare Visit 2 | 36.1 score on a scale | Standard Deviation 12.8 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | 4 Weeks Postoperative | 50.0 score on a scale | Standard Deviation 19 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | 8 Weeks Postoperative | 52.1 score on a scale | Standard Deviation 14 |
| Home-based Monitoring | Knee Injury and Osteoarthritis Outcome Score (KOOS) - KOOS QOL | 12 Weeks Postoperative | 57.8 score on a scale | Standard Deviation 9.3 |
Rehab Compliance
Percentage of required at-home therapy exercises completed each session, as well as the total percentage completed during all home therapy sessions
Time frame: Percentage of exercises completed 2-3 times daily, from the date of discharge up to approximately 4 weeks postoperatively when outpatient physical therapy begins
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Home-based Monitoring | Rehab Compliance | Homecare Visit 2 | 88 percentage of exercises completed | Standard Deviation 11 |
| Home-based Monitoring | Rehab Compliance | Homecare Visit 3 | 94 percentage of exercises completed | Standard Deviation 7 |
| Home-based Monitoring | Rehab Compliance | 4 Weeks Postop | 94 percentage of exercises completed | Standard Deviation 13 |
Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period)
Knee-related pain was measured using a visual analog scale with numeric values added to the line. Zero (0) is the minimum value and 10 is the maximum value. A score of 0 indicates no pain and a score of 10 indicates the worst pain imaginable.
Time frame: Once preoperatively then postoperatively 2-3 times daily from the date of discharge until the 12 week postoperative follow-up appointment has occurred
Population: One patient was withdrawn from the study prior to the 8 week follow-up visit due to an adverse event. Therefore, only 9 patients were included in the analysis at 8 weeks and 12 weeks postoperative.
| Arm | Measure | Group | Value (MEAN) | Dispersion |
|---|---|---|---|---|
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | Preoperative | 4 score on a scale | Standard Deviation 3 |
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | Homecare Visit 1 | 4 score on a scale | Standard Deviation 4 |
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | Homecare Visit 2 | 4 score on a scale | Standard Deviation 2 |
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | Homecare Visit 3 | 4 score on a scale | Standard Deviation 2 |
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | 4 Weeks Postoperative | 4 score on a scale | Standard Deviation 2 |
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | 8 Weeks Postoperative | 2 score on a scale | Standard Deviation 2 |
| Home-based Monitoring | Visual Analog Scale for Pain (Knee-related Pain at Its Worst Over a 24 Hour Period) | 12 Weeks Postoperative | 1 score on a scale | Standard Deviation 1 |