| Literature DB >> 33759385 |
Cecelia M Horstman1, Donna H Ryan2, Louis J Aronne3, Caroline M Apovian4, John P Foreyt5, Hannah M Tuttle1, Donald A Williamson2.
Abstract
OBJECTIVE: This study aimed to determine the medical cost impact and return on investment (ROI) of a large, commercial, digital, weight-management intensive lifestyle intervention (ILI) program (Real Appeal).Entities:
Mesh:
Year: 2021 PMID: 33759385 PMCID: PMC8252728 DOI: 10.1002/oby.23117
Source DB: PubMed Journal: Obesity (Silver Spring) ISSN: 1930-7381 Impact factor: 5.002
Study sample eligibility
| Participants | Nonparticipants | |
|---|---|---|
|
| 68,386 | 30,609 |
|
| 51,539 | NA |
|
| 19,728 | 10,458 |
|
| 9,833 | 5,060 |
This table summarizes the total number of participants who met some of the key inclusion criteria.
NA, not applicable.
Baseline characteristics of study sample prior to propensity score matching
| ITT | Active | Completers | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Participant ( | Nonparticipant ( |
| Participant ( | Nonparticipant ( |
| Participant ( | Nonparticipant ( |
| |
|
| 7,415 (75) | 3,565 (70) | <0.0001 | 5,684 (77) | 3,565 (70) | <0.0001 | 4,136 (77) | 3,565 (70) | <0.0001 |
|
| 45.3 (9.3) | 43.7 (9.8) | <0.0001 | 46 (9.2) | 43.7 (9.8) | <0.0001 | 46.8 (9) | 43.7 (9.8) | <0.0001 |
|
| 1.35 (1.12) | 1.21 (1.08) | <0.0001 | 1.37 (1.14) | 1.21 (1.08) | <0.0001 | 1.39 (1.16) | 1.21 (1.08) | <0.0001 |
|
| 5,315 (54) | 2,178 (43) | <0.0001 | 3,997 (54) | 2,178 (43) | <0.0001 | 2,872 (53) | 2,178 (43) | <0.0001 |
|
| $2,675 (6,233) | $2,497 (6,543) | 0.11 | $2,647 (6,211) | $2,497 (6,543) | 0.12 | $2,662 (6,230) | $2,497 (6,543) | 0.19 |
|
| |||||||||
|
| 3,773 (38) | 1,573 (31) | <0.0001 | 2,924 (39) | 1,573 (31) | <0.0001 | 2,148 (40) | 1,573 (31) | <0.0001 |
|
| 852 (9) | 480 (10) | 0.10 | 667 (9) | 480 (10) | 0.35 | 498 (9) | 480 (10) | 0.70 |
|
| 3,937 (40) | 2,280 (45) | <0.0001 | 2,895 (39) | 2,280 (45) | <0.0001 | 2,051 (38) | 2,280 (45) | <0.0001 |
|
| 1,271 (13) | 727 (14) | 0.02 | 929 (13) | 727 (14) | 0.003 | 677(13) | 727 (14) | 0.008 |
|
| |||||||||
|
| 35.5 (7.5) | NA | NA | 35.4 (7.4) | NA | NA | 35.4 (7.4) | NA | NA |
|
| 14 (13) | NA | NA | 18 (13) | NA | NA | 23 (12) | NA | NA |
|
| 3.1 kg (5.2) | NA | NA | 3.8 kg (5.6) | NA | NA | 4.5 kg (6) | NA | NA |
|
| 3.0% (4.9) | NA | NA | 3.7% (5.2) | NA | NA | 4.4% (5.6) | NA | NA |
|
| 2,384 (24) | NA | NA | 2,242 (30) | NA | NA | 1,996 (37) | NA | NA |
Statistically significant differences between participants and nonparticipants were defined using alpha level P < 0.05.
ITT, intent‐to‐treat; NA, not applicable.
Characteristics of study sample after propensity matching
| ITT, 4,790 matched pairs | Active, 4,481 matched pairs | Completers, 3,990 matched pairs | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Participant | Nonparticipant |
| Participant | Nonparticipant |
| Participant | Nonparticipant |
| |
|
| 72% | 72% | 1.00 | 74% | 74% | 1.00 | 76% | 76% | 1.00 |
|
| 44.0 | 43.9 | 0.67 | 44.5 | 44.4 | 0.59 | 45.53 | 45.41 | 0.58 |
|
| 1.18 | 1.20 | 0.24 | 1.20 | 1.23 | 0.19 | 1.24 | 1.27 | 0.21 |
|
| 43.9% | 43.9% | 1.00 | 45.7% | 45.7% | 1.00 | 48.4% | 48.4% | 1.00 |
|
| $1,879 | $1,946 | 0.41 | $1,781 | $1,867 | 0.24 | $1,847 | $1,940 | 0.26 |
|
| |||||||||
|
| 32.8% | 31.9% | 0.36 | 32.6% | 32.6% | 0.95 | 33.8% | 34.0% | 0.85 |
|
| 9.3% | 9.4% | 0.94 | 32.6% | 32.6% | 0.48 | 9.6% | 9.3% | 0.67 |
|
| 43.4% | 44.9% | 0.15 | 43.6% | 44.6% | 0.35 | 42.6% | 43.6% | 0.39 |
|
| 14.5% | 13.9% | 0.38 | 13.8% | 13.3% | 0.52 | 14.0% | 13.1% | 0.24 |
Comparison of these adjusted (after propensity matching) means and other values show that the matching program eliminated group (participants vs. nonparticipants) differences (all P values > 0.05).
ITT, intent‐to‐treat.
Figure 1Average differences in health care costs ($) between baseline and 3 years after registration for program participants and matched controls for the intent‐to‐treat cohort.
DID for medical cost
| Total medical cost | Outpatient | Inpatient | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean baseline cost | Mean post–3‐y cost | Difference | DID |
| Mean baseline cost | Mean post–3‐y cost | Difference | DID |
| Mean baseline cost | Mean post–3‐y cost | Difference | DID |
| |
|
| |||||||||||||||
|
| $1,879 | $7,342 | $5,463 | $771 | 0.002 | $1,731 | $6,423 | $4,692 | 609 | 0.005 | $148 | $918 | $770 | $162 | 0.07 |
|
| $1,946 | $8,180 | $6,234 | $1,745 | $7,046 | $5,301 | $202 | $1,134 | $932 | ||||||
|
| |||||||||||||||
|
| $1,781 | $7,439 | $5,658 | $847 | 0.0006 | $1,655 | $6,448 | $4,793 | 713 | 0.0006 | $126 | $992 | $866 | $132 | 0.16 |
|
| $1,867 | $8,372 | $6,505 | $1,707 | $7,213 | $5,506 | $161 | $1,159 | $998 | ||||||
|
| |||||||||||||||
|
| $1,847 | $7,765 | $5,918 | $956 | 0.0004 | $1,652 | $6,764 | $5,112 | $688 | 0.001 | $196 | $1,001 | $805 | $268 | 0.04 |
|
| $1,940 | $8,814 | $6,874 | $1,747 | $7,547 | $5,800 | $193 | $1,266 | $1,073 | ||||||
Total medical costs = outpatient costs + inpatient costs. Difference = mean 3‐year cost − mean baseline cost.
DID, difference‐in‐differences (i.e., participant difference − nonparticipant difference); ITT, intent‐to‐treat.
Figure 2Medical cost savings: the difference‐in‐differences in health care cost ($) over 3 years between program participants and their matched controls.
ROI
| ITT | Active | Completer | |
|---|---|---|---|
|
| 4,790 | 4,481 | 3,990 |
|
| $3,693,090 | $3,795,407 | $3,814,440 |
|
| $1,639,961 | $1,825,250 | $1,878,528 |
|
| 2.3 | 2.1 | 2 |
The ROI calculation was total savings divided by total program fees.
ROI, return on investment; ITT, intent‐to‐treat.