Skip to main content
BMC Infectious Diseases logoLink to BMC Infectious Diseases
. 2021 Aug 6;21:766. doi: 10.1186/s12879-021-06427-7

Increase in consumption of alcohol-based hand rub in German acute care hospitals over a 12 year period

Tobias Siegfried Kramer 1,2,3,✉,#, Janine Walter 1,2,3,#, Christin Schröder 1,2, Michael Behnke 1,2, Jörg Clausmeyer 1,2, Christiane Reichardt 1,2,3, Petra Gastmeier 1,2,3, Karin Bunte 1,2,3
PMCID: PMC8349061  PMID: 34362309

Abstract

Background

Hand hygiene plays a crucial role in the transmission of pathogens and the prevention of healthcare-associated infections. In 2007, a voluntary national electronic surveillance tool for the documentation of consumption of alcohol-based hand rub (AHC) was introduced as a surrogate for hand hygiene compliance (HAND-KISS) and for the provision of benchmark data as feedback.

The aim of the study was to determine the trend in alcohol-based hand rub consumption between 2007 and 2018.

Materials and methods

In this cohort study, AHC and patient days (PD) were documented on every ward in participating hospitals by trained local staff. Data was collected and validated in HAND-KISS. Intensive care units (ICU), intermediate care units (IMC), and regular wards (RW) that provided data during the study period between 2007 until 2018 were included into the study.

Results

In 2018, 75.2% of acute care hospitals in Germany (n = 1.460) participated. On ICUs (n = 1998) mean AHC increased 1.74 fold (95%CI 1.71, 1.76; p < .0001) from 79.2 ml/PD to 137.4 ml/PD. On IMCs (n = 475) AHC increased 1.69 fold (95%CI 1.60, 1.79; p < .0001) from 41.4 ml/PD to 70.6 ml /PD..On RWs (n = 14,857) AHC was 19.0 ml/PD in 2007 and increased 1.71 fold (95%CI 1.70, 1.73; p < .0001) to 32.6 ml/PD in 2018.

Conclusions

AHC in German hospitals increased on all types of wards during the past 12 years. Surveillance of AHC is widely established in German hospitals. Large differences among medical specialties exist and warrant further investigation.

Keywords: Hand hygiene; alcohol-based hand rub consumption, Compliance, Aktion Saubere Hände, Campaign, Patient safety; surveillance; Germany

Background

Hand hygiene is one of the most effective measures for preventing healthcare-associated infections and the transmission of multidrug-resistant organisms [1, 2]. Adherence to the 5 Moments of Hand Hygiene remains of key importance for patient safety. However, reported compliance varies greatly [3]. Despite technical innovations and relevant limitations, direct observation based on the WHO protocol remains the gold standard [4]. Directly observed compliance rates are prone to the Hawthorne effect, overestimating performance [5]. Especially in overt observations improved compliance with hand hygiene can be occur in health care workers [6, 7]. In addition, this approach is time and resource intensive and might be difficult to implement in some centers [8]. Therefore, additional methods have proved necessary and have since been established. Consumption of alcohol-based hand rub (AHC) is used as a surrogate parameter for frequency of hand hygiene in various healthcare systems [9]. Application and interpretation of data can be difficult and has some pitfalls. The validity of AHC as a proxy for compliance with the 5 Moments model has not been conclusively established despite promising results [10]. While some reports describe a correlation with compliance on non-ICU inpatient wards [11, 12], others find no correlation between AHC and directly observed compliance [10]. Nonetheless, it provides opportunities for benchmarking and for additional feedback which is a key strategy for the improvement of hand hygiene compliance [13, 14].

In 2008 the national campaign for the improvement of hand hygiene in health care facilities (`Aktion Saubere Hände`) was launched in Germany. The campaign is ongoing. After a validation period, a surveillance module for alcohol-based hand rub consumption (AHC) was introduced in 2007 [15]. Documentation of consumption of alcohol-based hand rub on the ward level remained one of the mandatory elements for participation in the campaign [16] and is recommended in the official national hand hygiene guidelines for healthcare settings [17]. The number of participating hospitals has increased year by year. We previously reported an increase in AHC among wards that reported continuously every year between 2007 and 2015 [16].

The objective of this study was to show development of alcohol-based hand rub consumption in the period from 2007 until 2018in all wards and institutions that reported their rates of consumption.

Materials and methods

The data presented in this study was derived from the voluntary German surveillance system for hand hygiene in health care institutions (HAND-KISS). Data on AHC and patient days (PD) was recorded by trained and designated infection prevention and control staff and submitted on an annual basis for every ward in each participating hospital. Data was aggregated based on HAND-KISS protocols and stratified into intensive care units (ICU), intermediate care units (IMC) and regular wards (RW) as well as by medical specialty, such as medical, surgical, pediatric and others [15, 16]. Specific information on the methodology of HAND-KISS and the calculation of reference data has been described in detail previously [16, 18]. All wards that provided data during the study period were included. Wards that provided annual data on AHC continuously during the study period 2007–2018 were included as the core group (CG) in this analysis.

AHC was calculated in milliliters (mL) per PD. The statistical significance of a change in AHC was determined using the Wilcox sign rank sum test. A p-value of <.05 was considered significant. Furthermore, AHC of ICU-CGs and RW-CGs were grouped separately into quartiles (Q) of baseline consumption in 2007 (Q1 ≤ 25%; Q2,> 25 to ≤50%; Q3, > 50 to ≤75%; Q4 > 75) in order to describe differences in their development.

The data utilised for this publication were anonymised or anonymized and collected in alignment with paragraph 23 the German Protection against Infection Act (“Infektionsschutzgesetz”). According this hospitals are required to routinely collect data on HAIs and aspects of HAI-prevention. Additional ethical approval and informed consent were therefore not required.

Results

In 2018, a total 1460 hospitals reported AHC in 17,330 wards (14,857 RW, 1998 ICU and 475 IMC). A total 108 of 181 hospitals that participated in 2007 still had wards participating in CG and reporting annual data on AHC in 2018 (Table 1).

Table 1.

Description of participating wards providing data in 2018

total ICU IMC RW
All
n=
Core group
n=
All
n=
Core group
n=
All
n=
Core group
n=
All
n=
Core group
n=
Hospitals 1460 108 1083 82 321 16 1448 99
Wards 17,330 912 1998 134 475 18 14,857 760
surgical 2846 165 224 15 39 1 2583 149
interdisciplinary 3075 138 1018 64 184 9 1873 65
medical 3583 207 255 20 68 1 3260 186
neonatology 255 21 186 16 16 1 53 4
pediatric 760 58 82 8 13 0 665 50
rehabilitation 488 3 15 0 4 0 469 3
Other non-surgical 3204 135 111 3 97 4 2996 128
Other surgical 3075 184 105 8 53 2 2917 174
Undefined 44 1 2 0 1 0 41 1
patientdays 866,974,407 82,559,533 49,144,866 6,432,414 9,549,448 765,479 808,280,093 75,361,640
Annual consumption of AHC (liters) 24,386,016 2,747,782 5,535,140 732,170 579,661 34,887 18,271,214 1,980,725

ICU Intensive care unit, IMC intermediate care unit, RW regular ward, AHC alcohol-based hand rub consumption

Annual data on AHC which was included in the analysis covered 16,213,364 PD in 2007 and covered 77,325,205 PD in 2018 (Table 2).

Table 2.

Change of annual alcohol-based hand rub consumption (AHC) 2007–2018

Distribution of AHC consumption ml/patient day
Ward Patient days Annual consumption of AHC (liters) MW P25 P50 P75
All
n=
Core
n=
All
n=
Core
n=
All
n=
Core
n=
All
n=
Core
n=
All
n=
Core
n=
All
n=
Core
n=
ICU 2007 1,195,921 518,160 92,208 40,394 79.2 76.8 52.5 53.3 70.6 71.9 97.74 92.9
2018 4,361,185 536,980 594,276 79,602 137.4 147.0 102.5 117.6 129.4 137.4 160.9 171.3
Change [95%CI] 1.97 [1.96, 1.98] 1.74 [1.71, 1.76 1.92 [1.87, 1.96]
p-value < 0.0001 < 0.0001
IMC 2007 125,599 68,745 5195 1666 41.4 24.2 16.1 14.7 39.6 24.2 52.8 40.7
2018 1,172,856 55,878 82,854 3771 70.6 67.5 45.3 54.6 64.0 59.2 93.0 82.7
Change [95%CI] 2.26 [2.19, 2.34] 1.69 [1.60, 1.79] 2.18 [1.98, 2.41]
p-value < 0.0001 0.0003
RW 2007 14,891,844 6,363,820 243,159 101,957 19.0 18.3 10.2 10.2 14.5 14.3 20.6 20.3
2018 71,791,164 5,983,841 2,112,330 211,363 32.6 38.4 22.0 26.7 28.8 33.5 37.8 43.4
Change [95%CI] 8.69 2.07 [2.06, 2.08] 1.71 [1.70, 1.73] 2.10 [2.06, 2.14]
p-value < 0.0001 < 0.0001

Mann Whitney U test (overall); Wilcox sign rank sum test (core group); ICU Intensive care unit, IMC intermediate care unit, RW regular ward, AHC alcohol-based hand rub consumption

Significant increases in AHC were reported during the study period. However, differences in the development were observed in different types of wards (Fig. 1).

Fig. 1.

Fig. 1

Development of alcohol-based hand rub consumption (AHC) in ml/PD 2007–2018 in the individual types of wards of all participants (all) and the core group (core). ICU: Intensive care unit, IMC: intermediate care unit, RW: regular ward, AHC: alcohol-based hand rub consumption

Median AHC increased from 70.6 ml/PD (IQR: 52.5–97.74) to 129.4 ml/PD (IQR: 102.5–160.9) on ICUs (1.74 fold; 95%CI 1.71, 1.76; p < .0001). Median AHC increased on IMCs from 39.6 ml/PD (IQR: 16.1–52.8) to 64.0 ml /PD (IQR: 45.3–93.0) (1.69 fold; 95%CI 1.60, 1.79; p < .0001). On regular wards median AHC was 14.45 ml/PD (IQR: 10.2.-20.6) in 2007 and increased to 28.8 ml/PD (IQR: 22.0–33.5) in 2018 (1.71 fold; 95%CI 1.70, 1.73; p < .0001). This development also applied to all types of wards in the core group (GC). ICU-CGs and RW-CGs had higher median AHC in 2018 compared to total participating ICUs and RWs.

In addition, ICU-CGs with AHC in the lowest quartile in 2007 had the largest increase among ICUs, while it was slightly lower for the wards in the second and third quartiles (Fig. 2a).

Fig. 2.

Fig. 2

Development of annual alcohol-based hand rub consumption (AHC) in ml/PD 2007–2018 in core group dependant on quartile of the initial consumption in Intensive care units (a) and regular wards (b). Q: quartile

Participating RW-CGs that began AHC in the lowest quartile had the largest increase over time. This also applied to wards in the second, third and fourth quartiles (Fig. 2b).

In 2018 wards caring for adult patients had lower AHC than wards caring for pediatric or neonatal patient populations (Table 3). Overall, median AHC was 129 ml/PD (IQR: 103–161) on ICUs while median AHC was 162 ml/PD (IQR: 129–216) on neonatal ICUs. Median AHC in pediatric wards on RWs was 30 ml/PD higher then overall median AHC on RWs.

Table 3.

Distribution of alcohol-based hand rub consumption (AHC) according to type of ward and specialty

Distribution of AHC consumption ml/patient day
Ward Patient days Annual consumption of AHC (liters) mean 25th percentile median 75th percentile
ICU
 total 4,361,185 594,276 136 103 129 161
 surgical 550,586 83,332 151 119 144 176
 interdisciplinary 2,244,321 281,303 125 98 124 147
 medical 486,144 65,277 134 103 126 162
 neonatology 415,916 73,178 176 129 162 216
 pediatric 146,714 24,788 169 130 164 213
 rehabilitation 32,561 3471 107 103 111 120
IMC
 total 1,172,856 82,854 71 45 64 93
 surgical 82,205 5983 73 48 62 89
 interdisciplinary 500,670 36,218 72 48 69 95
 medical 186,789 12,321 66 46 59 89
 neonatology 30,700 2896 94 72 88 133
 pediatric 15,860 2340 148 44 160 187
rehabilitation 12,740 748 59 53 62 71
RW
 total 71,792,092 2,112,330 29 22 29 38
 surgical 12,840,675 379,371 30 22 28 35
 interdisciplinary 9,154,385 262,671 29 23 29 37
 medical 16,671,719 493,922 30 23 29 37
 neonatology 117,162 10,318 88 53 77 114
 pediatric 1,905,292 118,762 62 44 59 80
 rehabilitation 4,187,022 63,967 15 11 19 28

ICU Intensive care unit, IMC intermediate care unit, RW regular ward, AHC alcohol-based hand rub consumption

Discussion

Of 1942 acute care hospitals in Germany [19], 1460 provided data on AHC (75.2%). Between 2007 and 2018 median AHC increased almost two fold. We previously reported a similar increase in our CG [16]. However, the following results expand on this observation and cover all participating hospitals as well as wards in addition to the CG.

A recent point prevalence study found that median AHC was 20.3 ml/PD in European acute care hospitals (personal communication C. Suetens). This study also reported that ICUs in Europe had median AHC of 60 ml/PD. In this study the representative sample of participating German acute care hospitals (n = 46) AHC was slightly above the median (20.0–29.9 ml/PD). However, median AHC in all 218 German hospitals that participated in this point prevalence study was 35 ml/PD [20].

Reported AHC data on ward level from other campaigns or surveillance systems is scarce. Documentation and reporting of AHC is performed frequently in French hospitals. The mandatory ICSHA system documented an increase in median AHC from 6.1 ml/PD in 2006 [21] to an expected minimal consumption of 129 ml/PD on ICUs and 30 ml/PD on regular medical wards [22]. These results are similar to those observed in our voluntary system.

In order to establish reliable benchmarks, results need to be comparable [16]. Invasive treatment in ICU settings probably presents additional opportunities for hand hygiene which would result in higher AHC [18]. For this reason, participating wards have been stratified into ICU, IMC and RW, and further subdivided by medical specialty enabling valid assessment of the individual ward by the local IPC-team. The need for this stratification is especially apparent when comparing neonatal and pediatric ICUs with adult ICUs. Not only higher AHC, but also higher rates of compliance were reported in these wards. The underlying reasons are not yet fully understood.

The cause of the increase in AHC in German hospitals is probably multifactorial. Between 2008 until 2018, the national hand-hygiene campaign ‘Aktion-Saubere Hände’ launched annual initiatives focused on various topics related to hand hygiene. They provided a stream of new teaching and educational materials, successfully introduced a system for a certification procedure, and established direct observation [23]. These were adapted by many participating institutions and raised public awareness, which might also have had an influence. The increase in AHC in our cohort was independent of the type of ward but it was especially evident in RWs. The positive development was observed most prominently but not exclusively in CG wards. AHC increased more over time, especially on wards which had lower AHC in 2007. These findings suggest the effectiveness of a long-term campaign on hand hygiene when combined with a voluntary surveillance system and the benefit of benchmarking and feedback by local infection prevention and control staff.

Several limitations apply to this study. Due to the voluntary nature of our surveillance system, it is possible that only highly motivated institutions participated. Continuous documentation of AHC, annual interpretation of results, and the implementation of measures for improvement are mandatory legal requirements for healthcare institutions in Germany. A majority of hospitals in Germany have opted to use our surveillance system. Therefore, selection processes appear less important for the external validity of the data.

It is possible that changing features of the patient populations and changes in the structure of hospitals had an influence on AHC. Nevertheless, the increase in AHC was seen in wards in CGs that did not change over time.

The correlation of AHC and compliance is not fully clear. Therefore, AHC can only be a surrogate of compliance to the 5 Moments of Hand Hygiene on ward level. It is possible that uptake and availability of AHC improved but that compliance did not. An increase in AHC and, therefore, also of hand disinfections performed per patient-day only reflect a fraction of the hand hygiene opportunities occurring on wards [24]. The nearly two fold increase in AHC is certainly not associated with a two-fold increase in compliance [23]. Direct overt observation of hand hygiene compliance provides only a little insight into daily practice, which is subject to uncertainties [25]. Documentation of AHC/PD allows for an easy and cost effective approach for a surrogate, providing a context for the results of direct observation.

Conclusions

Consumption of alcohol-based hand rub increased between 2007 and 2018 on every type of ward that participated. The increase in AHC was even higher in wards that started in the lower quartiles of distribution. Surveillance of AHC is now widely established in German hospitals as a tool for providing feedback. Further research is necessary to determine the underlying reasons for differences among specialties and the efficacy of feedback on AHC on the quality of hand hygiene as well as on compliance with the WHO 5 Moments of Hand Hygiene.

Acknowledgements

We would like to thank all the participants of HAND-KISS for their work and contribution.

Abbreviations

95% CI

95% Confidence interval

AHC

Alcohol-based handrub consumption

ASH

Aktion saubere hände (national hand hygiene campaign)

CG

Core group

HAND-KISS

National hospital hand hygiene surveillance system

ICU

Intensive care unit

IMC

Intermediate care unit

IQR

Interquartile range

ml

Milliliters

OR

Odds ratio

PD

Patient days

Q

Quartile

RW

Regular ward

Authors’ contributions

JW, KB and TSK were responsible for the study design. JW, PG and CR supervised the Study. MB and JC were responsible for data collection and data cleaning. CS conducted the statistical analysis. TSK, KB and JW wrote the manuscript. All authors interpreted the data, provided important intellectual content, and revised the manuscript critically. All authors read and approved the final manuscript.

Funding

Publications fees were funded by the German Research Foundation (DFG) and the Open Access Publication Funds of Charité–Universitätsmedizin Berlin. Open Access funding enabled and organized by Projekt DEAL.

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Declarations

Ethics approval and consent to participate

For this study, we analyzed aggregated and anonymous data that were collected by hospitals in accordance with Section 23 of the German “Protection against Infection Act,”. Therefore, ethical approval and informed consent were not required and institutional review boards were not consulted.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Footnotes

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Tobias Siegfried Kramer and Janine Walter contributed equally to this work.

References

  • 1.Pittet D, Allegranzi B, Sax H, Dharan S, Pessoa-Silva CL, Donaldson L, Boyce JM, WHO Global Patient Safety Challenge, World Alliance for Patient Safet Evidence-based model for hand transmission during patient care and the role of improved practices. Lancet Infect Dis. 2006;6(10):641–652. doi: 10.1016/S1473-3099(06)70600-4. [DOI] [PubMed] [Google Scholar]
  • 2.Allegranzi B, Pittet D. Role of hand hygiene in healthcare-associated infection prevention. J Hosp Infect. 2009;73(4):305–315. doi: 10.1016/j.jhin.2009.04.019. [DOI] [PubMed] [Google Scholar]
  • 3.Wetzker W, Bunte-Schonberger K, Walter J, Pilarski G, Gastmeier P, Reichardt C. Compliance with hand hygiene: reference data from the national hand hygiene campaign in Germany. J Hosp Infect. 2016;92(4):328–331. doi: 10.1016/j.jhin.2016.01.022. [DOI] [PubMed] [Google Scholar]
  • 4.Sax H, Allegranzi B, Chraiti MN, Boyce J, Larson E, Pittet D. The World Health Organization hand hygiene observation method. Am J Infect Control. 2009;37(10):827–834. doi: 10.1016/j.ajic.2009.07.003. [DOI] [PubMed] [Google Scholar]
  • 5.Hagel S, Reischke J, Kesselmeier M, Winning J, Gastmeier P, Brunkhorst FM, Scherag A, Pletz MW. Quantifying the Hawthorne effect in hand hygiene compliance through comparing direct observation with automated hand hygiene monitoring. Infect Control Hosp Epidemiol. 2015;36(8):957–962. doi: 10.1017/ice.2015.93. [DOI] [PubMed] [Google Scholar]
  • 6.Purssell E, Drey N, Chudleigh J, Creedon S, Gould DJ. The Hawthorne effect on adherence to hand hygiene in patient care. J Hosp Infect. 2020;106(2):311–317. doi: 10.1016/j.jhin.2020.07.028. [DOI] [PubMed] [Google Scholar]
  • 7.Kovacs-Litman A, Wong K, Shojania KG, Callery S, Vearncombe M, Leis JA. Do physicians clean their hands? Insights from a covert observational study. J Hosp Med. 2016;11(12):862–864. doi: 10.1002/jhm.2632. [DOI] [PubMed] [Google Scholar]
  • 8.Larson E. Monitoring hand hygiene: meaningless, harmful, or helpful? Am J Infect Control. 2013;41(5 Suppl):S42–S45. doi: 10.1016/j.ajic.2012.09.029. [DOI] [PubMed] [Google Scholar]
  • 9.Hansen S, Schwab F, Gastmeier P, Group Ps. Pittet D, Zingg W, et al. provision and consumption of alcohol-based hand rubs in European hospitals. Clin Microbiol Infect. 2015;21(12):1047–1051. doi: 10.1016/j.cmi.2015.09.019. [DOI] [PubMed] [Google Scholar]
  • 10.Borg MA, Brincat A. Addressing the controversy of 100% hand hygiene compliance: can alcohol rub consumption data serve as a useful proxy validator? J Hosp Infect. 2018;100(2):218–219. doi: 10.1016/j.jhin.2018.04.024. [DOI] [PubMed] [Google Scholar]
  • 11.Haubitz S, Atkinson A, Kaspar T, Nydegger D, Eichenberger A, Sommerstein R, Marschall J. Handrub consumption mirrors hand hygiene compliance. Infect Control Hosp Epidemiol. 2016;37(6):707–710. doi: 10.1017/ice.2016.47. [DOI] [PubMed] [Google Scholar]
  • 12.Branch-Elliman W, Snyder GM, King AD, Baldini LM, Dooley KM, Yassa DS, Wright SB. Correlation of hand hygiene compliance measured by direct observation with estimates obtained from product usage. Infect Control Hosp Epidemiol. 2018;39(6):746–749. doi: 10.1017/ice.2018.70. [DOI] [PubMed] [Google Scholar]
  • 13.Gould DJ, Moralejo D, Drey N, Chudleigh JH, Taljaard M. Interventions to improve hand hygiene compliance in patient care. Cochrane Database Syst Rev. 2017;9:CD005186. doi: 10.1002/14651858.CD005186.pub4. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Ivers N, Jamtvedt G, Flottorp S, Young JM, Odgaard-Jensen J, French SD, et al. Audit and feedback: effects on professional practice and healthcare outcomes. Cochrane Database Syst Rev. 2012;6:CD000259. doi: 10.1002/14651858.CD000259.pub3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Behnke M, Gastmeier P, Geffers C, Monch N, Reichardt C. Establishment of a national surveillance system for alcohol-based hand rub consumption and change in consumption over 4 years. Infect Control Hosp Epidemiol. 2012;33(6):618–620. doi: 10.1086/665729. [DOI] [PubMed] [Google Scholar]
  • 16.Wetzker W, Walter J, Bunte-Schonberger K, Schwab F, Behnke M, Gastmeier P, et al. Hand rub consumption has almost doubled in 132 German hospitals over 9 years. Infect Control Hosp Epidemiol. 2017;38(7):870–872. doi: 10.1017/ice.2017.71. [DOI] [PubMed] [Google Scholar]
  • 17.Händehygiene in Einrichtungen des Gesundheitswesens Empfehlung der Kommission für Krankenhaushygiene und Infektionsprävention (KRINKO) beim Robert Koch-Institut (RKI) Bundesgesundheitsblatt Gesundheitsforschung, Gesundheitsschutz. 2016;59(9):1189–1220. doi: 10.1007/s00103-016-2416-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Wetzker W, Bunte-Schonberger K, Walter J, Schroder C, Gastmeier P, Reichardt C. Use of ventilator utilization ratio for stratifying alcohol-based hand-rub consumption data to improve surveillance on intensive care units. J Hosp Infect. 2017;95(2):185–188. doi: 10.1016/j.jhin.2016.10.020. [DOI] [PubMed] [Google Scholar]
  • 19.Gesellschaft DK. 2019. https://www.dkgev.de/fileadmin/default/Mediapool/3_Service/3.2._Zahlen-Fakten/Eckdaten_Krankenhausstatistik.pdf.
  • 20.https://www.nrz-hygiene.de/fileadmin/nrz/download/pps2016/PPS_2016_Abschlussbericht_20.07.2017.pdf.
  • 21.Grammatico-Guillon L, Thiolet JM, Bernillon P, Coignard B, Khoshnood B, Desenclos JC. Relationship between the prevalence of methicillin-resistant Staphylococcus aureus infection and indicators of nosocomial infection control measures: a population-based study in French hospitals. Infect Control Hosp Epidemiol. 2009;30(9):861–869. doi: 10.1086/599774. [DOI] [PubMed] [Google Scholar]
  • 22.https://www.has-sante.fr/upload/docs/application/pdf/2019-04/grille_de_recueil_icsha.3_2019.pdf.
  • 23.Kramer TS, Bunte K, Schroder C, Behnke M, Clausmeyer J, Reichardt C, et al. No increase in compliance before aseptic procedures in German hospitals. A longitudinal study with data from the national surveillance system over four years. J Hosp Infect. 2020;106(1):71–5. 10.1016/j.jhin.202007.001. [DOI] [PubMed]
  • 24.Kolola T, Gezahegn T. A twenty-four-hour observational study of hand hygiene compliance among health-care workers in Debre Berhan referral hospital, Ethiopia. Antimicrob Resist Infect Control. 2017;6(1):109. doi: 10.1186/s13756-017-0268-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Wu KS, Lee SS, Chen JK, Chen YS, Tsai HC, Chen YJ, et al. Identifying heterogeneity in the Hawthorne effect on hand hygiene observation: a cohort study of overtly and covertly observed results. BMC Infect Dis. 2018;18(1):369. doi: 10.1186/s12879-018-3292-5. [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.


Articles from BMC Infectious Diseases are provided here courtesy of BMC

RESOURCES