Subscribe to RSS
DOI: 10.4338/ACI-2014-10-RA-0095
From Bed to Bench: Bridging from Informatics Practice to Theory
An Exploratory AnalysisPublication History
received:
17 October 2014
accepted:
22 October 2014
Publication Date:
19 December 2017 (online)
![](https://www.thieme-connect.de/media/10.1055-s-00035026/201404/lookinside/thumbnails/10-4338-aci-2014-10-ra-0095-1.jpg)
Summary
Background: In 2009, Applied Clinical Informatics (ACI) – focused on applications in clinical informatics – was launched as a companion journal to Methods of Information in Medicine (MIM). Both journals are official journals of the International Medical Informatics Association.
Objectives: To explore which congruencies and interdependencies exist in publications from theory to practice and from practice to theory and to determine existing gaps. Major topics discussed in ACI and MIM were analyzed. We explored if the intention of publishing companion journals to provide an information bridge from informatics theory to informatics practice and vice versa could be supported by this model. In this manuscript we will report on congruencies and interdependences from practice to theory and on major topics in MIM.
Methods: Retrospective, prolective observational study on recent publications of ACI and MIM. All publications of the years 2012 and 2013 were indexed and analyzed.
Results: Hundred and ninety-six publications were analyzed (ACI 87, MIM 109). In MIM publications, modelling aspects as well as methodological and evaluation approaches for the analysis of data, information, and knowledge in biomedicine and health care were frequently raised – and often discussed from an interdisciplinary point of view. Important themes were ambient-assisted living, anatomic spatial relations, biomedical informatics as scientific discipline, boosting, coding, computerized physician order entry, data analysis, grid and cloud computing, health care systems and services, health-enabling technologies, health information search, health information systems, imaging, knowledge-based decision support, patient records, signal analysis, and web science. Congruencies between journals could be found in themes, but with a different focus on content. Interdependencies from practice to theory, found in these publications, were only limited.
Conclusions: Bridging from informatics theory to practice and vice versa remains a major component of successful research and practice as well as a major challenge.
Citation: Haux R, Lehmann CU. From bed to bench: Bridging from informatics practice to theory – an exploratory analysis. Appl Clin Inf 2014; 5: 907–915
http://dx.doi.org/10.4338/ACI-2014-10-RA-0095
-
References
- 1 Lehmann CU, Altuwaijri MM, Li YC, Ball MJ, Haux R. Translational research in medical informatics or from theory to practice. A call for an applied informatics journal. Methods Inf Med 2008; 47 (01) 1-3.
- 2 Kim GR, Lehmann CU. In search of dialogue and discourse in applied clinical informatics. Appl Clin Inform 2009; 0: 1-7.
- 3 Haux R, Ball M. From Theory into Practice: Bridging The Clinical Informatics Divide!. Appl Clin Inform 2009; 0: 8-8.
- 4 Lehmann CU, Haux R. Bridging from informatics theory to practice –an exploratory analysis. Methods Inf Med. 2014 53:(6) (to appear).
- 5 Feinstein AR. Clinical biostatistics. XX. The epidemiologic trohoc, the ablative risk ratio, and „retrospective“ research. Clin Pharmacol Ther 1973; 14 (02) 291-307.
- 6 Applied Clinical Informatics. http://aci.schattauer.de/en/home.html. Last access: October 11, 2014.
- 7 Methods of Information in Medicine. http://www.methods-online.com. Last access: October 11, 2014.
- 8 International Medical Informatics Association. http://www.imia.org. Last access: October 11, 2014.
- 9 Schattauer Verlag. http://www.schattauer.de/nc/en/home.html. Last access: October 11, 2014.
- 10 PubMed. http://www.ncbi.nlm.nih.gov/pubmed. Last access: October 11, 2014.
- 11 German Research Associacion.. Proposals for Safeguarding Good Scientific Practice. Bonn, 1998. http://www.dfg.de/download/pdf/foerderung/rechtliche_rahmenbedingungen/gute_wissenschaftliche_praxis/self_regulation_98.pdf Last access: October 11, 2014.
- 12 PubMedCentral. http://www.ncbi.nlm.nih.gov/pmc. Last accessed October 15, 2014.
- 13 Groll A, Tutz G. Regularization for generalized additive mixed models by likelihood-based boosting. Methods Inf Med 2012; 51 (02) 168-177.
- 14 Ma S, Huang J, Xie Y, Yi N. Identification of breast cancer prognosis markers using integrative sparse boosting. Methods Inf Med 2012; 51 (02) 152-161.
- 15 Wang Z. Multi-class HingeBoost. Method and application to the classification of cancer types using gene expression data. Methods Inf Med 2012; 51 (02) 162-167.
- 16 Minne L, Eslami S, de Keizer N, de Jonge E, de Rooij SE, Abu-Hanna A. Statistical process control for monitoring standardized mortality ratios of a classification tree model. Methods Inf Med 2012; 51 (04) 353-358.
- 17 Mulas F, Zagar L, Zupan B, Bellazzi R. Supporting regenerative medicine by integrative dimensionality reduction. Methods Inf Med 2012; 51 (04) 341-347.
- 18 Popescu M, Mahnot A. Early illness recognition using in-home monitoring sensors and multiple instance learning. Methods Inf Med 2012; 51 (04) 359-367.
- 19 Bernau C, Boulesteix AL, Knaus J. Application of microarray analysis on computer cluster and cloud platforms. Methods Inf Med 2013; 52 (01) 65-71.
- 20 Knaus J, Hieke S, Binder H, Schwarzer G. Costs of cloud computing for a biometry department. A case study. Methods Inf Med 2013; 52 (01) 72-79.
- 21 Piotrowski M, McGilvary GA, Sloan TM, Mewissen M, Lloyd AD, Forster T, Mitchell L, Ghazal P, Hill J. Exploiting parallel R in the cloud with SPRINT. Methods Inf Med 2013; 52 (01) 80-90.
- 22 Pütz B, Kam-Thong T, Karbalai N, Altmann A, Müller-Myhsok B. Cost-effective GPU-grid for genome-wide epistasis calculations. Methods Inf Med 2013; 52 (01) 91-95.
- 23 Qi X, Xing F, Foran DJ, Yang L. A fast, automatic segmentation algorithm for locating and delineating touching cell boundaries in imaged histopathology. Methods Inf Med 2012; 51 (03) 260-267.
- 24 Sofka M, Ralovich K, Zhang J, Zhou SK, Comaniciu D. Progressive data transmission for anatomical landmark detection in a cloud. Methods Inf Med 2012; 51 (03) 268-278.
- 25 Forkert ND, Schmidt-Richberg A, Fiehler J, Illies T, Möller D, Handels H, Säring D. Automatic correction of gaps in cerebrovascular segmentations extracted from 3D time-of-flight MRA datasets. Methods Inf Med 2012; 51 (05) 415-422.
- 26 Goossen A, Weber GM, Dries SP. Automatic joint alignment measurements in pre- and post-operative long leg standing radiographs. Methods Inf Med 2012; 51 (05) 406-414.
- 27 Wesarg S, Kirschner M, Becker M, Erdt M, Kafchitsas K, Khan MF. Dual-energy CT-based assessment of the trabecular bone in vertebrae. Methods Inf Med 2012; 51 (05) 398-405.
- 28 Cavallaro A, Kriegel HP, Petri M, Schubert M. Semantic localization-driven partial image retrieval in CT series. Methods Inf Med 2012; 51 (06) 557-565.
- 29 Markonis D, Holzer M, Dungs S, Vargas A, Langs G, Kriewel S, Müller H. A survey on visual information search behavior and requirements of radiologists. Methods Inf Med 2012; 51 (06) 539-548.
- 30 Randorff Højen A, Rosenbeck Gøeg K. Snomed CT implementation. Mapping guidelines facilitating reuse of data. Methods Inf Med 2012; 51 (06) 529-538.
- 31 Chomutare T, Arsand E, Fernandez-Luque L, Lauritzen J, Hartvigsen G. Inferring community structure in healthcare forums. An empirical study. Methods Inf Med 2013; 52 (02) 160-167.
- 32 Konstantinidis S, Fernandez-Luque L, Bamidis P, Karlsen R. The role of taxonomies in social media and the semantic web for health education. A study of SNOMED CT terms in YouTube health video tags. Methods Inf Med 2013; 52 (02) 168-179.
- 33 Wu H, Fang H, Stanhope SJ. Exploiting online discussions to discover unrecognized drug side effects. Methods Inf Med 2013; 52 (02) 152-159.
- 34 Jung M, Hoerbst A, Hackl WO, Kirrane F, Borbolla D, Jaspers MW, Oertle M, Koutkias V, Ferret L, Massari P, Lawton K, Riedmann D, Darmoni S, Maglaveras N, Lovis C, Ammenwerth E. Attitude of physicians towards automatic alerting in computerized physician order entry systems. A comparative international survey. Methods Inf Med 2013; 52 (02) 99-108.
- 35 Bates DW, Baysari MT, Dugas M, Haefeli WE, Kushniruk AW, Lehmann CU, Liu J, Mantas J, Margolis A, Miyo K, Nohr C, Peleg M, de Quiros FG, Slight SP, Starmer J, Takabayashi K, Westbrook JI. Discussion of „Attitude of physicians towards automatic alerting in computerized physician order entry systems“. Methods Inf Med 2013; 52 (02) 109-127.
- 36 Elkin PL, Brown SH, Wright G. Biomedical informatics: we are what we publish. Methods Inf Med 2013; 52 (06) 538-546
- 37 Geissbuhler A, Hammond WE, Hasman A, Hussein R, Koppel R, Kulikowski CA, Maojo V, Martin-Sanchez F, Moorman PW, Moura LA, de Quiros FG, Schuemie MJ, Smith B, Talmon J. Discussion of „Bio-medical informatics: we are what we publish“. Methods Inf Med 2013; 52 (06) 547-562.
- 38 Puget A, Mejino Jr JL, Detwiler LT, Franklin JD, Brinkley JF. Spatial-symbolic Query Engine in Anatomy. Methods Inf Med 2012; 51 (06) 463-478 discussion 479-488.
- 39 Wacker M, Witte H. Time-frequency techniques in biomedical signal analysis: a tutorial review of similarities and differences. Methods Inf Med 2013; 52 (04) 279-296.
- 40 Baumgartner C, Blinowska KJ, Cichocki A, Dickhaus H, Durka PJ, McClintock PV, Pfurtscheller G, Stefanovska A, Tong S. Discussion of „time-frequency techniques in biomedical signal analysis: a tutorial review of similarities and differences“. Methods Inf Med 2013; 52 (04) 297-307.
- 41 Maojo V, Garcia-Remesal M, Bielza C, Crespo J, Perez-Rey D, Kulikowski C. Biomedical informatics publications: a global perspective: part I: conferences. Methods Inf Med 2012; 51 (01) 82-90.
- 42 Maojo V, Garcia-Remesal M, Bielza C, Crespo J, Perez-Rey D, Kulikowski C. Biomedical informatics publications: a global perspective. Part II: Journals. Methods Inf Med 2012; 51 (02) 131-137.
- 43 Liebe JD, Hübner U. Developing and Trialling an independent, scalable and repeatable IT-benchmarking procedure for healthcare organisations. Methods Inf Med 2013; 52 (04) 360-369.
- 44 Koetsier A, van der Veer SN, Jager KJ, Peek N, de Keizer NF. Control charts in healthcare quality improvement. A systematic review on adherence to methodological criteria. Methods Inf Med 2012; 51 (03) 189-198.
- 45 Sockolow PS, Crawford PR, Lehmann HP. Health services research evaluation principles. Broadening a general framework for evaluating health information technology. Methods Inf Med 2012; 51 (02) 122-130.
- 46 Cillessen FH, de Vries Robbé PF. Modeling problem-oriented clinical notes. Methods Inf Med 2012; 51 (06) 507-515.
- 47 Dugas M, Dugas-Breit S. A generic method to monitor completeness and speed of medical documentation processes. Methods Inf Med 2012; 51 (03) 252-257.
- 48 Kopanitsa G, Hildebrand C, Stausberg J, Englmeier KH. Visualization of medical data based on EHR standards. Methods Inf Med 2013; 52 (01) 43-50.
- 49 Munyisia EN, Yu P, Hailey D. Caregivers’ time utilization before and after the introduction of an electronic nursing documentation system in a residential aged care facility. Methods Inf Med 2013; 52 (05) 403-410.
- 50 Prins H, Hasman A. Appropriateness of ICD-coded diagnostic inpatient hospital discharge data for medical practice assessment. A systematic review. Methods Inf Med 2013; 52 (01) 3-17.
- 51 Maffei RM, Dunn K, Zhang J, Hsu CE, Holmes JH. Understanding behavioral intent to participate in shared decision-making in medically uncertain situations. Methods Inf Med 2012; 51 (04) 301-308.
- 52 Spreckelsen C, Spitzer K, Honekamp W. Present situation and prospect of medical knowledge based systems in German-speaking countries: results of an online survey. Methods Inf Med 2012; 51 (04) 281-294.
- 53 Wilk S, Michalowski W, O’Sullivan D, Farion K, Sayyad-Shirabad J, Kuziemsky C, Kukawka B. A task-based support architecture for developing point-of-care clinical decision support systems for the emergency department. Methods Inf Med 2013; 52 (01) 18-32.
- 54 Bettencourt-Silva J, De La Iglesia B, Donell S, Rayward-Smith V. On creating a patient-centric database from multiple Hospital Information Systems. Methods Inf Med 2012; 51 (03) 210-220.
- 55 Gusew N, Bartkiewicz T, Bautsch W, Gerlach A, Goldapp M, Haux R, Heller U, Kierdorf HP, Kleinschmidt T, Ludwig W, Markurth U, Pfingsten-Würzburg S, Plischke M, Reilmann H, Schubert R, Seidel C, Warnke R. A Regional health care network: eHealth. Braunschweig. Domain fields and architectural challenges. Methods Inf Med 2012; 51 (Suppl. 03) 199-209.
- 56 Kuroda T, Noma H, Naito C, Tada M, Yamanaka H, Takemura T, Nin K, Yoshihara H. Prototyping sensor network system for automatic vital signs collection. Evaluation of a location based automated assignment of measured vital signs to patients. Methods Inf Med 2013; 52 (03) 239-249.
- 57 Spitalewsky K, Rochon J, Ganzinger M, Knaup P. Potential and requirements of IT for ambient assisted living technologies. Results of a Delphi study. Methods Inf Med 2013; 52 (03) 231-238
- 58 Akar SA, Kara S, Bilgiç V. Respiratory variability during different auditory stimulation periods in schizophrenia patients. Methods Inf Med 2012; 51 (01) 29-38.
- 59 Yoshino K, Matsuoka K. Personal adaptive method to assess mental tension during daily life using heart rate variability. Methods Inf Med 2012; 51 (01) 39-44.
- 60 de Keizer NF, Talmon J, Ammenwerth E, Brender J, Rigby M, Nykanen P. Systematic prioritization of the STARE-HI reporting items. An application to short conference papers on health informatics evaluation. Methods Inf Med 2012; 51 (Suppl. 02) 104-111.
- 61 Liu K, Mitchell KJ, Chapman WW, Savova GK, Sioutos N, Rubin DL, Crowley RS. Formative evaluation of ontology learning methods for entity discovery by using existing ontologies as reference standards. Methods Inf Med 2013; 52 (04) 308-316.
- 62 Michel-Verkerke MB, Hoogeboom AM. Evaluation of the USE IT-questionnaire for the evaluation of the adoption of electronic patient records by healthcare professionals. Methods Inf Med 2013; 52 (03) 189-198.
- 63 Cadwallader J, Asirwa C, Li X, Kesterson J, Tierney WM, Were MC. Using computerized provider order entry to enforce documentation of tests with pending results at hospital discharge. Appl Clin Inform 2012; 3 (02) 154-163.
- 64 Groshaus H, Boscan A, Khandwala F, Holroyd-Leduc J. Use of clinical decision support to improve the quality of care provided to older hospitalized patients. Appl Clin Inform 2012; 3 (01) 94-102.
- 65 Payne T, Fellner J, Dugowson C, Liebovitz D, Fletcher G. Use of more than one electronic medical record system within a single health care organization. Appl Clin Inform 2012; 3 (04) 462-474.
- 66 Radhakrishna K, Bowles K, Zettek-Sumner A. Contributors to frequent telehealth alerts including false alerts for patients with heart failure: a mixed methods exploration. Appl Clin Inform 2013; 4 (04) 465-475.
- 67 Katzer R, Barton DJ, Adelman S, Clark S, Seaman EL, Hudson KB. Impact of implementing an EMR on physical exam documentation by ambulance personnel. Appl Clin Inform 2012; 3 (03) 301-308.
- 68 Staggers N, Xiao Y, Chapman L. Debunking health IT usability myths. Appl Clin Inform. 2013; 4 (02) 241-250.