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Table 4 Covariates associated with error count data at two time-points using generalized estimating equation models (n = 103)

From: Evaluation of malaria rapid diagnostic test (RDT) use by community health workers: a longitudinal study in western Kenya

Variable

Total errors

Safety errors

Accuracy errors

MER (95% CI)

P value

MER (95% CI)

P value

MER (95% CI)

P value

Time

 Baseline

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Follow-up

0.88 (0.72–1.07)

0.208

1.65 (0.96–2.82)

0.066

0.51 (0.40–0.63)

0.000*

Gender

 Female

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Male

0.91 (0.70–1.18)

0.497

1.16 (0.64–2.10)

0.626

1.06 (0.82–1.36)

0.656

Age (years)

 ≤ 39

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 40–49

0.91 (0.71–1.18)

0.486

1.37 (0.61–3.07)

0.440

0.87 (0.71–1.12)

0.308

 ≥ 50

1.39 (1.04–1.87)

0.025*

3.58 (1.64–7.81)

0.001*

1.24 (0.93–1.65)

0.144

Education

 Primary or less

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Secondary or greater

1.09 (0.86–1.37)

0.475

1.17 (0.64–2.17)

0.599

1.21 (0.97–1.52)

0.097

CHW experience

 None

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Experience

0.94 (0.75–1.17)

0.584

0.75 (0.41–1.37)

0.349

1.01 (0.82–1.26)

0.910

Malaria experience

 None

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Experience

1.10 (0.87–1.40)

0.424

1.30 (0.66–2.53)

0.442

1.21 (0.95–1.53)

0.121

RDT experience

 None

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Experience

0.95 (0.67–1.36)

0.787

1.21 (0.51–2.87)

0.660

1.14 (0.79–1.63)

0.488

Deki experience

 None

1.00 (referent)

 

1.00 (referent)

 

1.00 (referent)

 

 Experience

0.91 (0.71–1.16)

0.450

1.36 (0.75–2.46)

0.318

1.07 (0.85–1.36)

0.537

  1. Mean error ratios (MER) were used to compare CHWs that belonged to categorically different covariate groups
  2. n = 90 for baseline observations; n = 103 for follow-up observations
  3. * Denotes statistically significant result (P < 0.05)