Abstract
Emergency response medical information systems (ERMIS) are a specific type of medical information system used for communication and decision making during a crisis. Yet given the dependence on ERMIS during a crisis, these information systems are rarely evaluated to ascertain if the system is indeed successful. This research develops a method to evaluate the success of an ERMIS using a well-established research model as a guiding framework. We explain this method in the context of an ERMIS used in the diagnosis of pathogens in hospitals and state public health laboratories. We describe the insights obtained when using this method to evaluate emergency response medical information systems.
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Notes
- 1.
These items were developed to relate to features that are specific to STATPack™. Authors wanting to use these measures to evaluate other information systems should adapt these measures based on the functionality of the information system.
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Acknowledgments
The authors would like to thank Sandra Vlasnik and Gregory Hoff for their assistance in data collection. We would also like to thank Guy Pare and others that shared their insights into our work at the SIG eHealth workshop at the Americas Conference on Information Systems. In addition, we want to acknowledge the Nebraska State Public Health, Anthony Sambol, Assistant Director, and Karen Stiles for the ongoing support. This research was funded through a Nebraska Foundation grant.
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Appendices
Appendix A: Measures Identified in Survey Development Process
This appendix identifies the measures that were identified and considered as part of the survey development process. Most items were identified from validated instruments in the literature, while other items were developed by the authors specific to the ERMIS being evaluated.
In each table, the item and source of the item is identified. The “X” denotes which phases the items were considered during the survey development process. When evaluating an ERMIS system using the method described in this paper, these items in the following tables could be considered in Phase 1 (Creating the Question Pool). Unnecessary items to evaluate a specific ERMIS can then be deleted in Phase 2 (Narrowing the Question Pool). Finally, the measures can be piloted and further refined as part of Phase 3 (Reviewing the Question Pool).
9.1.1 System Quality Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
ERMIS is user friendly | Doll et al. (2004) | X | ||
ERMIS is easy to use | X | X | X | |
ERMIS is easy to learn | Gable et al. (2008) | X | ||
It is easy to get ERMIS to do what I want it to do | Wixom and Todd (2005) | X | ||
ERMIS is easy to operate | X | |||
Learning to use ERMIS is easy for me | Davis (1989) | X | ||
It is easy for me to become skillful at using ERMIS | X | |||
I am knowledgeable on how to use ERMIS | Authors | X | ||
ERMIS requires only the minimum number of fields and screens to achieve a task | Gable et al. (2008) | X | X | |
ERMIS operates reliably | Wixom and Todd (2005) | X | ||
ERMIS performs reliably | X | |||
ERMIS is available when I need it | Authors | X | ||
The operation of ERMIS is dependable | Wixom and Todd (2005) | X | ||
The downtime of ERMIS is minimal | Chang and King (2005) | X | ||
The ERMIS is always up-and-running as necessary | Gable et al. (2008) | X | X | |
The ERMIS responds quickly enough to commands. | X | X | X | |
ERMIS allows information to be readily accessible to me | Wixom and Todd (2005) | X | X | X |
ERMIS makes information very accessible | X | |||
ERMIS makes information easy to access | X | |||
It is often difficult to access information that is in ERMIS | Gable et al. (2008) | X | ||
ERMIS can be adapted to meet a variety of needs | Wixom and Todd (2005) | X | ||
ERMIS can flexibly adjust to new demands or conditions | X | |||
ERMIS is versatile in addressing needs as they arise | X | |||
The ERMIS user interface can be easily adapted to one’s personal approach | Gable et al. (2008) | X | X | |
ERMIS can be easily modified, corrected or improved. | X | |||
ERMIS effectively integrates data from different areas of the company | Wixom and Todd (2005) | X | ||
ERMIS pulls together information that used to come from different places in the company | X | |||
ERMIS effectively combines data from different areas of the company | X | |||
ERMIS provides me appropriate information about hardware availability | Authors | X | ||
All data within ERMIS is fully integrated and consistent | Gable et al. (2008) | X | ||
It takes too long for ERMIS to respond to my requests. | Wixom and Todd (2005) | X | ||
ERMIS provides information in a timely fashion | X | |||
ERMIS returns answers to my requests quickly | X | |||
ERMIS has all of the features that I need to do my job | Sedera and Gable (2004) | X | X | X |
The system functionality of ERMIS is complete | X | |||
ERMIS is sufficiently sophisticated to meet my needs | X | |||
ERMIS meets the requirements of my organization | Gable et al. (2008) | X | X | |
ERMIS includes necessary features and functions | X | X | ||
ERMIS always does what it should | X | X | X | |
In terms of system quality, I would rate ERMIS highly | Wixom and Todd (2005) | X | X | |
Overall, ERMIS is of high quality | X | |||
Overall, I would give the quality of ERMIS a high rating | X | X | X | |
ERMIS meets your expectations | Chang and King (2005) | X |
9.1.2 Information Quality Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
ERMIS provides me with a complete set of information | Wixom and Todd (2005) | X | X | |
ERMIS produces comprehensive information | X | |||
ERMIS provides me with all of the information that I need | X | |||
Information from ERMIS is unavailable elsewhere | Gable et al. (2008) | X | X | |
The information provided by ERMIS is well formatted | Wixom and Todd (2005) | X | ||
The information provided by ERMIS is well laid out | X | |||
The information provided by ERMIS is clearly presented on the screen | X | |||
Information from ERMIS is in a form that is readily usable | Gable et al. (2008) | X | X | X |
Information from ERMIS appears readable, clear and well formatted | X | X | ||
Information from ERMIS is concise | X | |||
ERMIS produces correct information | Wixom and Todd (2005) | X | ||
There are few errors in the information I obtain from ERMIS | X | |||
The information provided by ERMIS is accurate | X | X | ||
ERMIS provides the precise information you need | Doll et al. (2004) | X | ||
ERMIS provides output that seems to be exactly what is needed | Gable et al. (2008) | X | ||
The resolution of the images captured and stored in ERMIS meets my standards | Authors | X | ||
The images captured and stored in ERMIS accurately reflect the actual sample | Authors | X | ||
It is easy to identify errors in information from ERMIS | X | |||
Though data from ERMIS may be accurate, outputs sometimes are not | Gable et al. (2008) | X | ||
ERMIS provides me with the most recent information | Wixom and Todd (2005) | X | ||
ERMIS produces the most current information | X | |||
The information from ERMIS is always up to date. | X | |||
Data from ERMIS is current enough | Gable et al. (2008) | X | ||
Information from ERMIS is always timely | X | X | ||
ERMIS provides reliable information | Ives et al. (1983) | X | ||
The information provided by ERMIS is consistent | Authors | X | X | |
ERMIS produces information that I can depend on | Authors | X | ||
ERMIS has information that can be easily maintained | Chang and King (2005) | X | ||
The information in ERMIS can be easily changed | X | |||
I can easily update the information from ERMIS | X | X | ||
The information from ERMIS can be easily compared to past information | X | |||
The information from ERMIS can be easily integrated | X | |||
The information from ERMIS can be used for multiple purposes | X | |||
ERMIS contains information that is important | X | X | X | |
The information from ERMIS is clear | Doll et al. (2004) | X | ||
ERMIS provides information that is interpretable | X | |||
I can understand the information from ERMIS | Chang and King (2005) | X | ||
Information from ERMIS is easy to understand | Gable et al. (2008) | X | X | X |
The information from ERMIS is relevant | Ives et al. (1983) | X | ||
ERMIS provides information that meets my needs | Authors | X | ||
ERMIS produces information that is related to my task | Authors | X | ||
Information available from ERMIS is important | Gable et al. (2008) | X | ||
Overall, I would give the information from ERMIS high marks | Wixom and Todd (2005) | X | ||
Overall, I would give the information provided by ERMIS a high rating in terms of quality | X | X | ||
In general, ERMIS provides me with high-quality information | X | X | X |
9.1.3 Service Quality Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
ERMIS support staff has up-to-date hardware and software | Jiang et al. (2002) | X | ||
ERMIS support staff physical facilities are visually appealing | X | |||
ERMIS support staff employees are well-dressed and neat in appearance | X | X | ||
The appearance of the physical facilities of the ERMIS support staff is in keeping with the kind of services provided | X | |||
When ERMIS support staff promises to do something by a certain time, it does so | X | X | ||
When users have a problem, ERMIS support staff shows a sincere interest in solving it | X | X | X | |
ERMIS support staff is dependable | X | X | X | |
ERMIS support staff provides its services at the times it promises to do so | X | X | ||
ERMIS support staff insists on error-free records | X | X | ||
ERMIS support staff tells users exactly when services will be performed | X | X | ||
ERMIS support staff employees give prompt service to users | X | X | X | |
ERMIS support staff employees are always willing to help others | X | X | ||
ERMIS support staff employees are never be too busy to respond to users’ requests | X | X | ||
ERMIS support staff employees are available when I need them | Authors | X | X | |
The behavior of ERMIS support staff employees instills confidence in users | Jiang et al. (2002) | X | X | |
Users feel safe in their transactions with ERMIS support staff | X | X | ||
ERMIS support staff employees are consistently courteous with users | X | X | X | |
ERMIS support staff employees have the knowledge to do their job well | X | X | X | |
ERMIS support staff gives users individual attention | X | X | ||
ERMIS support staff has operation hours convenient to all their users | X | X | ||
ERMIS support staff has employees who give users personal attention | X | X | ||
ERMIS support staff has the users’ best interest at heart | X | X | ||
Support staff of ERMIS understand the specific needs of their users | X | X | X | |
Overall, I would rate ERMIS support staff highly in terms of their ability to provide quality service | Authors | X | X | X |
In general, ERMIS support staff provides me with high-quality service | Authors | X | X |
9.1.4 User Satisfaction Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
How adequate do you feel ERMIS meets the information processing needs of your area of responsibility? | Seddon and Yip (1992) | X | ||
How efficient do you feel ERMIS is? | X | |||
How effective do you feel ERMIS is? | X | |||
Overall, I am satisfied with ERMIS | X | X | X | |
I like having ERMIS available | Briggs et al. (2008) | X | X |
9.1.5 Use Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
How many times have you used ERMIS (for both training and for other purposes)? | Authors | X | X | |
How many times have you used ERMIS for purposes other than training? | Authors | X | X | |
When were you first introduced to ERMIS? | Authors | X | X | |
How often do you believe your organization uses ERMIS (weekly, monthly, quarterly, yearly, never)? | Authors | X | X | |
I often use ERMIS to capture microscopic images for consultation | Authors | X | X | |
I often use ERMIS to capture gross images for consultation | Authors | X | X | |
I often use ERMIS to store microscopic and gross images for consultation | Authors | X | X | |
I often use ERMIS to review images from the Image History for consultation | Authors | X | X | |
I often use ERMIS the Electronic Textbook capability | Authors | X | X | |
When ERMIS is used for consultation, I am the person that usually uses ERMIS | Authors | X |
9.1.6 Intention to Use Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
I am likely to use ERMIS in an emergency | Davis (1989) | X | ||
I intend to use ERMIS in the future | X | |||
Should a situation arise, I plan to use ERMIS | X |
9.1.7 Net Benefits Measures
Item | Source | Creating question pool | Narrowing question pool | Reviewing question pool |
---|---|---|---|---|
I have learnt much through the presence of ERMIS | Gable et al. (2008) | X | X | |
ERMIS enhances my awareness and recall of job related information | X | |||
ERMIS enhances my effectiveness in the job | X | X | X | |
ERMIS has resulted in overall productivity improvement for consultations | X | X | ||
Using ERMIS in my job enables me to accomplish tasks more quickly | Davis (1989) | X | X | |
Using ERMIS improves my job performance | X | |||
Using ERMIS in my job increases my productivity | X | |||
Using ERMIS enhances my effectiveness on the job | X | X | ||
Using ERMIS makes it easier to do my job | X | |||
I find ERMIS useful for my job | X | X | X | |
Using ERMIS improves my decisions | Chang and King (2005) | X | X | X |
Using ERMIS gives me confidence to accomplish my job | X | X | X | |
Using ERMIS increases my participation in decisions | X | X | ||
Using ERMIS increases my awareness of job-related information | X | |||
Using ERMIS improves the quality of my work product | X | |||
Using ERMIS enhances my problem-solving ability | X | X | ||
ERMIS is useful | Authors | X | ||
Using ERMIS speeds up service delivery | Authors | X | ||
Using ERMIS streamlines work processes | Authors | X | X | X |
Using ERMIS reduces cycle times | Authors | X | X | |
Overall, I believe ERMIS is useful to me | Authors | X | ||
In general, ERMIS is a positive impact on my work | Authors | X | X | |
Using ERMIS helps me to address patient needs | Authors | X | ||
Using ERMIS helps me better work with physicians | Authors | X | ||
Using ERMIS improves our organization’s care to patients | Authors | X | X | |
ERMIS has resulted in improved outcomes or outputs | Gable et al. (2008) | X | ||
ERMIS has resulted in an increased capacity to manage a growing volume of activity (e.g. population growth, epidemics, bioterrorism attack, etc.) | X | |||
ERMIS has resulted in overall quality improvement for consultations | Authors | X | ||
Overall, ERMIS provides value to our organization | Authors | X | X | |
In general, ERMIS is a positive addition to our organization | Authors | X |
Appendix B: STATPACK™ Evaluation Results
The following table contains the measures used to evaluate STATPack™. In addition, the number of responses, the mean, and standard deviation of each item is also included.
System quality | N | Mean | Std Dev |
---|---|---|---|
The STATPack™ system is easy to use | 62 | 5.69 | 0.97 |
I am knowledgeable on how to use the STATPack™ system | 63 | 5.44 | 1.30 |
The STATPack™ system has all of the features that I need for remote public health microbiology laboratory consultations and interactions | 62 | 5.39 | 1.28 |
The STATPack™ system provides me appropriate information about camera, microscope and network availability | 57 | 5.35 | 1.25 |
The STATPack™ system is available when I need it | 61 | 6.20 | 0.75 |
The STATPack™ software always does what I expect it to do | 61 | 5.48 | 1.15 |
The STATPack™ software performs quickly enough to commands | 62 | 5.68 | 1.10 |
The STATPack™ system makes information readily accessible to me | 60 | 5.38 | 1.14 |
In terms of overall system quality, I would rate the STATPack™ system highly | 62 | 5.95 | 1.00 |
Information quality | N | Mean | Std Dev |
---|---|---|---|
Information from STATPack™ is in a form that is readily usable | 61 | 5.61 | 1.16 |
The information presented by STATPack™ is easy to understand | 61 | 5.80 | 0.98 |
The resolution of the images captured and stored in STATPack™ meets my standards | 62 | 5.60 | 1.36 |
Information available from STATPack™ is important | 60 | 5.78 | 1.04 |
The images captured and stored in STATPack™ accurately reflect the actual sample | 62 | 6.06 | 0.81 |
In general, STATPack™ provides me with high-quality information (text and images) | 61 | 5.72 | 1.05 |
Service quality | N | Mean | Std Dev |
---|---|---|---|
The technical support staff for the STATPack™ system is consistently courteous with users | 57 | 6.39 | 0.88 |
The technical support staff for the STATPack™ system has the knowledge to do their job well | 53 | 6.32 | 0.92 |
When users have a problem, the technical support staff for the STATPack™ system shows a sincere interest in solving it | 54 | 6.33 | 0.87 |
Service quality | N | Mean | Std Dev |
---|---|---|---|
The technical support staff for the STATPack™ system is dependable | 58 | 6.33 | 0.89 |
The technical support staff for the STATPack™ system gives prompt service to users | 55 | 6.20 | 0.89 |
The technical support staff for the STATPack™ system is available when I need them | 54 | 6.13 | 0.89 |
The technical support staff for the STATPack™ system understands the specific needs of their users | 57 | 5.95 | 1.17 |
Overall, I would rate the technical support staff for the STATPack™ system highly in terms of their ability to provide quality service | 57 | 6.28 | 0.84 |
User satisfaction | N | Mean | Std Dev |
---|---|---|---|
Overall, I am satisfied with STATPack™ | 62 | 5.82 | 1.02 |
I like having the STATPack™ system available | 63 | 6.17 | 0.89 |
Use | N | Mean | Std Dev |
---|---|---|---|
I often use the STATPack™ capability to capture microscopic images for consultation | 56 | 4.14 | 1.60 |
I often use the STATPack™ capability to capture gross images for consultation | 55 | 3.93 | 1.56 |
I often use the STATPack™ capability to store microscopic and gross images locally | 56 | 4.70 | 1.80 |
I often use the STATPack™ capability to review images from the Image History. | 60 | 4.45 | 1.48 |
I often use the STATPack™ Electronic Textbook capability | 59 | 3.69 | 1.50 |
When the STATPack™ system is used for consultation, I am the person in the lab who usually does this | 58 | 5.07 | 1.50 |
When were you first introduced to/trained on STATPack™ (i.e., how long have you been using STATPack™)? | 59 | 2.88 | 1.76 |
How many times have you used the STATPack™ system (considering both the times when you were trained on the system and for other purposes)? | 62 | 32.94 | 128.00 |
How many times have you used STATPack™ for purposes other than being trained? | 62 | 27.42 | 127.39 |
How often do you believe your organization uses the STATPack™ system? (1 = weekly, 2 = monthly, 3 = quarterly, 4 = yearly, 5 = never) | 62 | 2.74 | 0.83 |
Intention to use | N | Mean | Std Dev |
---|---|---|---|
I am likely to use the STATPack™ system in an emergency | 63 | 6.21 | 0.85 |
I intend to use the STATPack™ system in the future | 62 | 6.21 | 0.89 |
Should a situation arise, I plan to use the STATPack™ system | 63 | 6.37 | 0.81 |
Net benefits | N | Mean | Std Dev |
---|---|---|---|
The STATPack™ system enhances my effectiveness as a medical technologist | 56 | 5.36 | 1.05 |
I find the STATPack™ system useful for my job | 61 | 5.31 | 1.15 |
Using the STATPack™ system improves my decisions | 54 | 5.17 | 1.22 |
Using the STATPack™ system gives me confidence to accomplish my job | 60 | 5.22 | 1.17 |
In general, STATPack™ is a positive impact on my work | 60 | 5.40 | 1.20 |
The STATPack™ system streamlines consultation and other work processes | 52 | 5.60 | 1.21 |
Using the STATPack™ system improves our organization’s care to patients | 56 | 5.21 | 1.25 |
The STATPack™ system has resulted in overall quality improvement for consultations | 53 | 5.36 | 1.33 |
Overall, the STATPack™ system provides value to our organization | 63 | 5.86 | 1.05 |
Demographic variables | N | Mean | Std Dev |
---|---|---|---|
I believe I am qualified to evaluate the STATPack™ system. (7 point Likert scale) | 62 | 4.97 | 1.64 |
Age | 61 | 3.82 | 1.09 |
Gender | 60 | 1.77 | 0.43 |
Organization Type (1 = State Public Health Laboratory; 2 = Other) | 61 | 1.90 | 0.30 |
Length of time in Organization (in years) | 60 | 18.2 | 12.1 |
Have you encountered the Technical Support Staff for STATPack™? (1 = yes, 2 = no) | 60 | 1.40 | 0.64 |
How many times have you encountered the technical support staff? | 44 | 8.86 | 20.6 |
How would you rate your experience with STATPack™? (1 = novice; 2 = intermediate; 3 = advanced) | 60 | 1.73 | 0.61 |
Open ended questions |
---|
Are there features or functionalities that the STATPack™ system is missing? If so, please explain |
What feature do you find the most valuable? Why? |
Does STATPack™ provide value to you, the organization, or public health? If so, how? If not, please explain your thoughts |
What do you like the most about the STATPack™ system? |
What do you like the least about the STATPack™ system? |
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Fruhling, A., Petter, S. (2016). Developing A Method to Evaluate Emergency Response Medical Information Systems. In: Gupta, A., Patel, V., Greenes, R. (eds) Advances in Healthcare Informatics and Analytics. Annals of Information Systems, vol 19. Springer, Cham. https://doi.org/10.1007/978-3-319-23294-2_9
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