| Literature DB >> 28068912 |
Tapani Hovi1, Jukka Ollgren2, Carita Savolainen-Kopra2.
Abstract
BACKGROUND: Variable exposure to causative agents of acute respiratory (RTI) or gastrointestinal tract infections (GTI) is a significant confounding factor in the analysis of the efficacy of interventions concerning these infections. We had an exceptional opportunity to reanalyze a previously published dataset from a trial assessing the effect of enhanced hand hygiene on the occurrence of RTI or GTI in adults, after adjustment for reported exposure and other covariates.Entities:
Keywords: Bayesian analysis methods; Cluster-randomized trial; Exposure to infected persons; Gastrointestinal infections; Hand-hygiene; Longitudinal data; Office work; Respiratory infections; Seasonality; Self-reported data
Mesh:
Substances:
Year: 2017 PMID: 28068912 PMCID: PMC5223302 DOI: 10.1186/s12879-016-2157-z
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Demographic data of the healthy volunteers in the trial
| Trial arma | Number of reporting participants | Gender b | Age (years) | |||
|---|---|---|---|---|---|---|
| Initially | Finallyc | Females | Males | Mean (SDd) | Range | |
| Water and soap | 257 | 297 | 202 | 80 | 45.1 (10.2) | 22 – 64 |
| Alcohol hand rub | 202 | 238 | 170 | 53 | 42.7 (10.1) | 20 - 63 |
| Control | 224 | 230 | 173 | 61 | 42.9 (11.1) | 21 – 62 |
aParticipants in the two intervention arms received instructions for transmission-limiting behavior when sneezing or coughing and for frequent hand cleansing with the indicated method
bA few participants did not give this information (not obligatory according to the protocol)
cTotal number of participants providing data for one or more follow-up week (including those recruited after the onset of the trial)
dSD, standard deviation
Weekly prevalence of reported symptoms of respiratory (RTI) or gastrointestinal tract infections (GTI) infections, and distribution of designated disease episodes in the three trial arms
| Type of infection and arm | Number of distinct infection episodes and proportion of weeks with onsetb | Weekly prevalence of reported symptoms | |||
|---|---|---|---|---|---|
| Number and proportion (out of all follow-up weeksa) | Predictive margin (and 95% credible interval) | Risk ratio (RRa)c(and 95% credible interval) | Probability that RRa is under 1.0 | ||
| RTI | |||||
| Control | 974/0.084 | 1470/0.126 | 0.130 (0.114, 0.151) | NR | |
| Soap and water | 1187/0.079 | 1646/0.110 | 0.108 (0.096, 0.122) | 0.836 (0.658, 1.031) | 0.954 |
| Alcohol rub | 1055/0.088 | 1546/0.129 | 0.124 (0.109, 0.144) | 0.960 (0.755, 1.197) | 0.639 |
| GTI | |||||
| Control | 233/0.020 | 313/0.027 | 0.025 (0.020, 0.032) | NR | |
| Soap and water | 231/0.015 | 282/0.019 | 0,019 (0.015, 0.023) | 0.740 (0.510, 1.049) | 0.960 |
| Alcohol rub | 229/0.019 | 274/0.023 | 0.023 (0.018, 0.029) | 0.902 (0.620, 1.1281) | 0.720 |
NR not relevant
aTotal numbers of reported person weeks were 11,644, 15,014, and 11,986 in the control, soap and water, and alcohol rub arms, respectively
bData from reference [14]
cRRa = risk ratio, ratio of the predictive margin to that of the control arm
Person weeks with reported exposures to persons with assumed symptoms of respiratory (RTI) or gastrointestinal tract infections (GTI)a
| Type of infection and arm | Weeks with reported exposure | Reported site of exposure (number of weeks and proportion out of all reported weeks with exposure) | |||
|---|---|---|---|---|---|
| Number and proportion (out of all follow-up weeksa) | 95% credible interval | Only at work | Only elsewhere | Both at work and elsewhere | |
| RTI | |||||
| Control | 3279/0.282 | 0.271, 0.293 | 1068/0.326 | 1448/0.442 | 763/0.232 |
| Soap and water | 4031/0.268 | 0.259, 0.278 | 1308/0.324 | 1826/0.453 | 897/0.233 |
| Alcohol rub | 3507/0.293 | 0.282, 0.304 | 882/0.251 | 1672/0.477 | 953/0.272 |
| GTI | |||||
| Control | 767/0.066 | 0.060, 0.072 | 261/0.340 | 437/0.570 | 69/0.090 |
| Soap and water | 937/0.062 | 0.057, 0.068 | 313/0.334 | 493/0.526 | 131/0.140 |
| Alcohol rub | 806/0.067 | 0.061, 0.073 | 251/0.311 | 463/0.574 | 92/0.115 |
aTotal numbers of reported person weeks were 11,644, 15,014, and 11,986 in the control, soap and water, and alcohol rub arms, respectively
Reported-exposure –dependent efficacy of interventions on weekly prevalence of reported symptoms of respiratory tract infection (RTI)
| Weeks with or without reported exposure | Symptoms reported for | |||||
|---|---|---|---|---|---|---|
| Same week | Following week | |||||
| Number and proportiona | Predictive margin (CIb) | Risk ratioc (CIb) | Number and proportion | Predictive margin (CI) | Risk ratio (CIb) | |
| Exposure reported | ||||||
| Control | 976/0.298 | 0.292 | NR | 805/0.246 | 0.216 | NR |
| Soap-and-water | 1151/0.286 | 0.306 | 1.050d
| 848/0.210 | 0.188 | 0.868e
|
| Alcohol rub | 1042/0.297 | 0.281 | 0.937f
| 838/0.239 | 0.207 | 0.962g
|
| Exposure not reported | ||||||
| Control | 494/0.059 | 0.063 | NR | 594/0.071 | 0.084 | NR |
| Soap-and-water | 495/0.045 | 0.042 | 0.678h
| 707/0.064 | 0.073 | 0.868i
|
| Alcohol rub | 504/0.059 | 0.062 | 0.986j
| 627/0.074 | 0.081 | 0.962k
|
NR not relevant
aNumber of weeks with reported RTI symptoms representing indicated proportion out of weeks with reported exposure
bCI, 95% credible interval of predictive margins
cRisk ratio is the ratio of predictive margin in the intervention arm to that of the control arm
defghijkProbabilities that the risk ratio is less than 1.0; d, 0.30; e, 0.94; f, 0.75; g, 0.66; h, 1.0; i, 0.94; j, 0.55; k, 0.66
Note! e = i and g = k; no statistically significant interaction was found in the following week data between arm and exposure. Thus, a single estimate was calculated for the entire arm
Reported-exposure –dependent efficacy of interventions on weekly prevalence of reported symptoms of gastrointestinal infection (GTI)
| Weeks with or without reported exposure | Symptoms reported for | |||||
|---|---|---|---|---|---|---|
| Same week | Following week | |||||
| Number and proportiona | Predictive margin (CIb) | Risk ratioc (CIb) | Number and proportiona | Predictive margin (CIb) | Risk ratio (CIb) | |
| Exposure reported | ||||||
| Controls | 159/0.207 | 0.164 | NR | 67/0.087 | 0.061 | NR |
| Soap-and-water | 159/0.170 | 0.206 | 1.256d
| 51/0.054 | 0.047 | 0.761e
|
| Alcohol rub | 143/0.177 | 0.186 | 1.130f
| 63/0.078 | 0.056 | 0.904g
|
| Exposure not reported | ||||||
| Controls | 154/0.014 | 0.015 | NR | 226/0.021 | 0.021 | NR |
| Soap-and-water | 123/0.009 | 0.009 | 0.592h
| 210/0.015 | 0.016 | 0.761i
|
| Alcohol rub | 131/0.012 | 0.012 | 0.792j
| 193/0.017 | 0.018 | 0.904k
|
NR not relevant
aNumber of weeks with reported RTI symptoms representing indicated proportion out of weeks with reported exposure
bCI, 95% credible interval of predictive margins
cRisk ratio is the ratio of predictive margin in the intervention arm to that of the control arm
defghijkProbabilities that the risk ratio is less than 1.0; d, 0.10; e, 0.95; f, 0.26; g, 0.72; h, 1.0; i, 0.95; j, 0.90; k, 0.72
Note! e = i and g = k; no statistically significant interaction was found in the following week data between arm and exposure. Thus, a single estimate was calculated for the entire arm