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Available online at www.sciencedirect.com ScienceDirect Procedia Manufacturing 3 (2015 ) 1241 1247 6th International Conference on Applied Human Factors and Ergonomics (AHFE 2015) and the Affiliated Conferences, AHFE 2015 Investigating Non-Technical Skills through team behavioral markers in oil and gas simulation-based exercises Scott Moffat*, Margaret Crichton People Factor Consultants, Langstane House (2 nd Floor),221-229 Union Street, Aberdeen, AB11 6BQ Abstract In recent years there has been increasing acknowledgement in the oil and gas sector about the importance of Non-Technical Skills (NTS) training as a complement to traditional technical and procedural training. Behavioral markers are a way to assess and provide feedback based on observations of behavior. This paper describes the application of team behavioural markers that were developed to capture interactions in drilling teams during simulator-based well control exercises during a training course. During the course key areas of Human Factors principles are taught, including communication, situation awareness, decision making, teamwork, leadership, and stress management. The research presented in this paper analyses observations made over 5 training courses (25 simulator exercises in a full-scale high fidelity drilling simulator) to understand where strengths and weaknesses lie in NTS. A comparison of the data demonstrated that teams improved their demonstration of NTS over the course. The research is discussed in light of implications for future training courses. 2015 Published The Authors. by Elsevier Published B.V. by This Elsevier is an B.V. open access article under the CC BY-NC-ND license Peer-review (http://creativecommons.org/licenses/by-nc-nd/4.0/). under responsibility of AHFE Conference. Peer-review under responsibility of AHFE Conference Keywords: Non-technical skills; Oil and gas; Simulator; Behavioural observations * Corresponding author. Tel.: +44-1224-572210. E-mail address: scott@peoplefactor.co.uk 2351-9789 2015 Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer-review under responsibility of AHFE Conference doi:10.1016/j.promfg.2015.07.259

1242 Scott Moffat and Margaret Crichton / Procedia Manufacturing 3 ( 2015 ) 1241 1247 1. Introduction 1.1. The development of Non-Technical Skills training When things go wrong in high risk, safety critical organisations such as aviation, nuclear power, maritime and oil and gas, there can be severe consequences, whether that is in terms of loss of life or negative environmental impacts, reputations of companies involved in such incidents can be irreversibly damaged [1]. Over the years there have been significant improvements in the engineering and/or systems and process within organisations across all industries, offering more protection and reliability but consequently highlighting the human contribution to accidents [1]. Analyses in a number of domains have suggested that approximately 80% of accidents can be attributable to a human contribution of some sort [2; 3; 4]. In the 1960s and 70s, as aviation travel became more widespread, a series of major aviation accidents, without primary technical cause, forced investigators to look for other contributing factors. One of the most documented accidents is the Tenerife crash in 1977, in which two jumbo jets crashed on an airport runway and the primary cause was communication failings between the crews and air traffic control [5]. Similarly, the cockpit voice recordings from the United Airlines crash in 1978, in which the aircraft run out of fuel, led investigators to concluded that failings in a variety of human factors, including: leadership, poor team co-ordination, communication breakdowns, lack of assertiveness, inattention, inadequate decision-making and personal limitations, usually relating to stress and fatigue had led to the incident [6; 7]. As a result of these incidents, the aviation industry led the way in researching the non-technical skills (NTS) that were attributed to accidents. Furthermore, analysis by NASA in the 1970 s using a variety of interviews and simulator based exercises confirmed the requirement the need for NTS training, specifically the focus on decision making, teamwork and communication was recommended. NTS training became encompassed in what is now known as crew resource management (CRM; 8). CRM involves enhancing team members understanding of human performance, specifically the social and cognitive aspects of effective teamwork and good decision making [1]. Generally, CRM is taught through classroom based training and then followed up with the monitoring and feedback of CRM skills during simulator-based training. 1.2. A brief history of NTS training in the Oil and Gas sector Accidents attributable to the human factor are not exclusive to the aviation industry, for example in 1988 the loss of the Piper Alpha oil platform resulted in 167 deaths and was attributed to poor communication at shift handover, compounded by leadership failures in emergency response [9]. However, it was not until 1992 that the importance of NTS training was acknowledged in the oil and gas sector and training was initially combined within a four day course for offshore control room operator competence assessments and emergency response training. The training mainly focused on communication, decision making, stress and assertiveness [10]. The success of this resulted in a similar training program for the offshore installation managers and emergency response teams and in 2000 a prototype CRM course for offshore platform crews was created [11]. Last year, report 501 was commissioned by the International Association of Oil and Gas Producers (IOGP) to review CRM practices for well operations teams. This report stated that the oil and gas industry must recognise the importance of NTS training to operational safety in the area of well operations, and must embed discipline-relevant skills and attitudes in training and operational practises [12]. Whilst it is acknowledged that training alone will not bring about step-change within the industry, a period of dedicated NTS training was recommended as being imperative to develop an understanding of the importance of human factors and to establish a foundation of knowledge and skills in the industry [12]. 1.3. Specific NTS training course This research focuses on the NTS course that is now provided at a major, international, Oil and Gas Company as part of their Deep Water Well Control (DWWC) training program. The course is targeted at offshore rig teams drilling wells from floating facilities with subsea BOP equipment. This four day course consists of training lectures and interactive group work in six key Human Factors areas: communication, situation awareness, decision making, teamwork, leadership, and stress management. These aspects are tailored across a broad range of activities including

Scott Moffat and Margaret Crichton / Procedia Manufacturing 3 ( 2015 ) 1241 1247 1243 basic well control understanding, operational scenarios related to, or escalating to, well control events, and reviews of key deep water drilling concepts. The classroom based theoretical training is interspersed with simulator-based exercises during which the demonstration of the key NTS area observed by Human Factors practitioners. Simulation-based training enables organizations to provide the preconditions for high reliability in high-risk/hazard industries [1]. After the simulator exercises teams are debriefed on their demonstration of NTS. This paper describes the key strengths and weaknesses in NTS displayed by the teams. 2. Method 2.1. Participants and procedure This paper reports on data that were collected from 5 DWWC teams, each course consists of five simulator training exercises, ranging between 30 minutes to 3 hours 30 minutes (no interruptions were made to the flow of the exercise, unless a high risk situation appeared to be emerging and the team were struggling to cope). During each simulation NTS was observed using an observed behaviour classification system (see Tables 2 and 3). Therefore, the observational data is amalgamated from 25 training exercises. Each team consists of 12 individuals, representing a variety of roles and experience levels including assistant driller, driller, mud logger, mud engineer, well site leader, tool pusher, off shore installation manager and drilling engineer. After each simulation feedback was given to the team about their NTS performance. 2.2. Materials 2.2.1. NTS observation sheet Observations were made by Human Factors practitioners using a set of behavioral markers that were developed to capture team interactions. The behavioural markers were specifically designed for this training course. Whilst NTS taxonomies and observation sheets have been developed for a wide range of industries, more relevant observations are made when the observation sheet is designed for the specific domain under investigation [1]. The behavioural markers focus on team situational awareness, teamwork and communication, team decision making and team workload and stress management. A summary of each is presented in Table 1. The four NTS areas were observed on a four point continuum: exceed, met, marginally met, and below (see Table 2). Table 1. Summary of team behavioural markers and examples. Team behavioral marker Situation Awareness Description Team awareness of what is going on, potential problems, and how the situation is expected to progress (examples: team members hold pre-task briefings; possible changes to the situation are picked up and passed on to relevant team members; the progress of events are checked against the plan) Teamwork Decision Making Teamwork and Communication Team Workload and Stress Management Process of making decisions collaboratively, drawing up plans and considering contingencies (examples: team members suggest and evaluate options; the selected option is described with rationale; plans are made, with contingencies, and actions are checked against the plan) All team members know and understand the contribution of their own role and that of others to achieving the team objectives. Exchanging and confirming information in a timely and concise manner (examples: pre-task briefing held; team members co-ordinate activities to ensure necessary equipment and materials are available when required; team members communicate with each other about equipment and procedures) Team goal is clearly understood, and co-ordination is encouraged within and across the team (examples: team members describe and agree the purpose and goal of activity; other teams are involved as required; a debrief after critical activities is conducted; team members are aware of potential stressors, e.g. critical decision points, and how they can be managed)

1244 Scott Moffat and Margaret Crichton / Procedia Manufacturing 3 ( 2015 ) 1241 1247 Table 2. Observation rating criteria. Exceeded Met Marginally below Well below Observed behaviour was of a consistently high standard enhancing safety and could be used as a positive example for others Observed behaviour was of a satisfactory standard but could still be improved Observed behaviour indicated some cause for concern and improvements are needed Observed behaviour considerable improvements required 2.2.2. Simulator The DWWC course utilizes a high-fidelity simulator. Prior to each course real time information (for example depth of well, specific equipment in operation etc.) is implemented into the simulator to increase the realism. The simulator consists of both a modern cyber chair and the more traditional brake, for those rigs that do not yet have the cyber chair. It also has a mixture of manual and electronic valves. The manual valves allow for great observations for interactions and communications between the participants. Table 3 describes the simulator exercises and the NTS that are observed during each exercise. Table 3. Simulator exercises and observed NTS. Simulator exercise Description NTS observed* Introduction to the simulator Stop the job Drill ahead take a kick Unusual situations Negative pressure test (NPT) This exercise is to allow the participants to get familiar with the lay out and the simulator itself This exercise is where the team are given a selected amount of information and must make the decision about whether to stop the job This exercise involves the team to drill ahead then taking a kick Unusual situations involves giving the team unusual well control situations to see if they can correctly identify the problem and the solution (the group are divided into two groups to observe each other and them provide feedback at the end) This involves the entire team and is to see if they can put everything they have learnt throughout the week into practice whilst carrying out a negative pressure test Team situation awareness and Team work + communication Team decision making and team work +communication Team decision making, team work +communication and team workload + stress management Team decision making, team work +communication and team workload + stress management Team decision making, team work +communication and team workload + stress management *Note: the table above states which NTS was mainly observed, this does not mean the other NTS were not observed or given feedback. 2.3. Data collection and analysis Standardized observations of team interactions were conducted in the manner described above. Individual behaviors were also observed but are not the focus of this paper. The observational data collected from the 25 exercises were amalgamated and thematically analyzed to determine the key strengths (exceed or met ) and weaknesses (marginally or well below ) in each NTS area.

Scott Moffat and Margaret Crichton / Procedia Manufacturing 3 ( 2015 ) 1241 1247 1245 3. Results Table 4 illustrates some examples of some of the behaviors for each NTS and the total number of observations made in each NTS area. Most observations were made towards teamwork and communication, followed by team decision making, team situation awareness and finally team workload and stress management. Generally, all of the teams demonstrated improvements in the NTS exhibited in the first simulator exercise when compared to the later simulation exercises, this is exemplified in the data presented in Table 5 which provides a comparison between the number of observations made for 3 of the NTS in simulator exercise 4 (unusual situations) and simulator exercise 5 (negative pressure test) (team workload and stress management were not represented in this comparison and reasons for this are discussed later). This was also anecdotally supported during the feedback sessions in which team members stated that they were much more aware of their demonstration of NTS, particularly in regards to communication styles and ineffective communication made by their team members was picked up. Table 4. Examples of NTS observations. NTS (Total No. observations made) Team situation awareness (19) Team decision making (15) Teamwork and communication (35) Team workload and stress management (7) Exceeded/ Met Reassessed the situation when unexpected events occurred Checked actions and data continuously against the plan Eliminated distractions Suggested options for course of action Identified and agreed the problem Clarified and agreed roles and responsibilities Included relevant personnel in discussions Listened to specialist input Discussed goal clearly and specifically Marginally/well below Did not record information when it was received Made assumptions when information was missing Became fixated on one solution Made decisions without providing rationale or explanation Accepted first suggestion without evaluation Carried out actions without discussing with others Used non-specific terminology Copy Roger Failed to speak up if saw something was wrong Adopted hurry up syndrome Table 5. Comparison of NTS observations made between exercise 4 and exercise 5. NTS Exceed/met Simulator exercise 4 Simulator exercise 5 Marginally/well below Exceed/met Marginally/well below Team situation 8 15 17 8 awareness Team decision 8 16 14 11 making Teamwork and 5 13 14 10 communication Total 21 44 45 29

1246 Scott Moffat and Margaret Crichton / Procedia Manufacturing 3 ( 2015 ) 1241 1247 4. Discussion The training and evaluation of NTS in the oil and gas sector is still in its infancy, but the DWWC course has given some insight into how much understanding the oil and gas sector has with regards to the NTS. There is still work to be done to ensure that a greater number of teams and job roles are exposed to NTS training. However, the implementation of courses such as this demonstrates that the oil and gas sector is moving in the right direction with regards to acknowledging the importance of NTS training. This course has allowed some drilling teams to be introduced to NTS and generally, teams demonstrate improvements in their NTS throughout the course. The comparison between simulator exercise 3 and simulator exercise 5 provided in Table 5 exemplifies this (the comparison was not made between exercise 1 and exercise 5 because exercise 1 was the introduction to the simulator or simulator exercise 2 as if carried out correctly the team were required to stob the job before the simulation had begun. Therefore these simulator exercises were not representative of a self-contained drilling task). From the results presented in Table 5 it is clear than in exercise 1 there are generally double the amount of observations made in the marginally/well below expectation category compared to the exceed/met expectation category. However, in exercise 5 this situation has almost reversed and there are more observations made in the exceed/met expectation category. The results for teamwork and communication were surprising as during the communication sessions the groups were the most interactive, with more questions being asked than in any other session. Also of the six NTS each group claimed to have the most knowledge about communication. Therefore, each group had a basic understanding of the theoretical principles of communication; however from the results it is clear that they all found it difficult to put into practice. Moreover, it was emphasized throughout the five sessions that if you are simply talking this does not mean it is effective communication for instance some participants believed using Copy that or Roger was effective two-way communication. Again highlighting the difference in the perceived understanding of communication and what was actually required. The comparison presented in Table 5 provides some evidence that the demonstration of NTS improved throughout the duration of the week. However, the comparison was made between two different exercises (drill ahead and take a kick and negative pressure test). Whilst these exercises are broadly comparable in terms of their technical components and team members involved, they are still different exercises and as such differences in NTS displayed in each exercise could be a product of the nature of the exercise, rather than as a result of the NTS training course. A more definitive way to establish how and where improvements were made in the demonstration of NTS would be to conduct a baseline exercise at the start of the course and repeat the same exercise at the end of the course. A limitation of this approach is that it requires increased time in the simulator in what is an already timelimited course; however the benefit afforded by directly comparable data is likely to outweigh this limitation, especially if improvements are demonstrated and therefore managers are presented with a direct demonstration of value for money in the course. Of the four NTS areas team workload and stress management was the least observed category, as presented in Table 4 only 7 observations were made in this category, in comparison 35 observations were made in relation to teamwork and communication. The description of this NTS area (see Table 1) would suggest that it is an integral part of team performance and therefore the low numbers of observations are surprising. This could reflect that team workload and stress management, particularly the latter, is more of an internalized process and therefore modifications need to be made to the training course so that learners are more aware of this process and how to make it more overt in their behaviors and practices. Alternatively, the results may reflect the categorization of NTS and that this category is getting encompassed in other categories. One way to establish if this is the case would be to conduct an inter-rater reliability assessment in which the observed behaviors are classified by independent researchers to the four NTS areas. A high level of agreement would suggest that a reliable classification scheme is in place. The final point for consideration relates to the long-term evaluation of the NTS training program. This DWWC course provided interesting and insightful observations of how the teams performed during the simulator exercises. However, the controlled environment, even in a high fidelity simulator, lacks ecological validity and it would therefore be useful if teams were observed in their work environments at offshore locations. In the course evaluations, some of the participants suggested that they would not have behaved in the way in which they did if

Scott Moffat and Margaret Crichton / Procedia Manufacturing 3 ( 2015 ) 1241 1247 1247 they were not in the simulator and others said they felt awkward being observed by the three observers. It would be interesting to video the team interactions because the observers could watch this on a live-feed in a different room and it would also provide backup when explaining the observed behaviors in the debrief sessions. Furthermore, it is not clear from a training program of this nature how the retention and future utilization of NTS manifests in everyday work. The courses evaluation suggests that it is well-received, but whether the learning is put into practice in the future is not clear. This is an issue facing all training courses of this nature. A possible way to begin assessing long term effectiveness would be for learners to complete case-based reflection about their use of NTS in future work practices, i.e. document what the situation was, how NTS were implemented and where improvements to NTS implementation could have been made. This has been found to be a successful method in the aviation industry, in which reflection improved the ability of learners to transfer and apply rules learnt to new situations [13]. This approach would ensure that learners continue to think about their NTS training and would provide longitudinal evidence to help assess the long-term value of these courses. A further recommendation is for learners to be reminded of NTS components during their tool box talk. This is an approach that has been taken by some oil and gas companies already whereby one-page laminated versions of the specific training material are included in the toolbox talk at the start of any drilling activity [14]. It is envisaged that the key NTS areas are presented in this way to remind learners about the value of them, although for this to be successful NTS training courses would need to be mandatory to the industry and attended by all roles. Although this is the highly successful approach taken in aviation industry and therefore there is no reason why the oil and gas sector could not follow suite. 5. Conclusion High fidelity simulators are frequently used in high hazard industries to train individuals and teams although this is generally focused on technical performance. This DWWC course has allowed some teams the chance to understand and implement the NTS in a safe environment. This preliminary research has show that after a four day course teams improved in their demonstration of NTS, however it has been highlight that teams still require more exposure to NTS and future research ideas have been suggested. References [1] Flin, R., O Connor, P., & Crichton., M. 2008. Safety at the sharp end. Aldershot:Ashgate. [2] Helmreich, R. 2000. On error management: lessons from aviation. British Medical Journal, 320,781 785. [3] Reason, J. 1990. Human Error. Cambridge: Cambridge University Press. [4] Wagenaar, W. & Groeneweg, J. 1987. Accidents at sea; multiple causes and impossible consequences. International Journal of Man - Machine Studies, 27, 587 598. [5] Weick, K. 1991. The vulnerable system: an analysis of the Tenerife air disaster. In P. Frost, L. More, M. Lois & Lundberg (eds). Reframing Organisational Culture. London: Sage. [6] Beaty, D. 1995. The naked pilot: The human factorin aircraft incidents. Marlborough, Wiltshire: Airlife. [7] Weiner, E., Kanki, B. & Helmreich, R. 1993(eds). Cockpit Resource Management. San Diego: Academic Press. [8] Helmreich, R., Merritt, A., & Wilhelm, J. 1999. The Evolution of Crew Resource Management Training in Commercial Aviation. The International Journal of Aviation Psychology, 9(1), 19-32. [9] Cullen., D. 1990. The Public Inquiry into the Piper Alpha Disaster (Cm 1310). London: HMSO [10] Flin, R. 1995. Crew resource management for teams in the offshore oil industry. Journal of European Industrial Training. 19, 9, 23 27. [11] Flin, R., O Connor., & Mearns., K. 2002. Crew resource management: improving team work in high reliability industries. Emerald Insight. 8, 3/4, 68 78. [12] International Association of Oil and Gas Producers. (IOGP) Crew Resource management for well operations teams. 501. London.. [13 ] O Hare, D., Mullen, N. & Arnold, A. 2010. Enhancing Aeronautical Decision Making Through Case-Based Reflection. The International Journal of Aviation Psychology, 20(1), 48-58. [14] Deen, E., Frijters, M., Gillert, A., Swart, J. &van Wijngaardem, P. 2011. The behavioural aspects of learning from incidents. Equitans and Kessels & Smit, The Learning Company. Accessed online [23 rd February 2015]: www.equitans.nl