Skip to main content
JMIR Formative Research logoLink to JMIR Formative Research
. 2018 Apr 30;2(1):e10323. doi: 10.2196/10323

A Hybrid Web-Based and In-Person Self-Management Intervention Aimed at Preventing Acute to Chronic Pain Transition After Major Lower Extremity Trauma: Feasibility and Acceptability of iPACT-E-Trauma

Mélanie Bérubé 1,2,, Céline Gélinas 2,3, Nancy Feeley 2,3, Géraldine Martorella 4, José Côté 5,6, G Yves Laflamme 7, Dominique M Rouleau 7, Manon Choinière 6,8
Editor: Gunther Eysenbach
Reviewed by: Joel Katz, Robert Lee
PMCID: PMC6334695  PMID: 30684418

Abstract

Background

A transition from acute to chronic pain frequently occurs after major lower extremity trauma. While the risk factors for developing chronic pain in this population have been extensively studied, research findings on interventions aiming to prevent chronic pain in the trauma context are scarce. Therefore, we developed a hybrid, Web-based and in-person, self-management intervention to prevent acute to chronic pain transition after major lower extremity trauma (iPACT-E-Trauma).

Objective

This study aimed to assess the feasibility and acceptability of iPACT-E-Trauma.

Methods

Using a descriptive design, the intervention was initiated at a supra-regional level-1 trauma center. Twenty-eight patients ≥18 years old with major lower extremity trauma, presenting with moderate to high pain intensity 24 hours post-injury were recruited. Feasibility assessment was two-fold: 1) whether the intervention components could be provided as planned to ≥80% of participants and 2) whether ≥80% of participants could complete the intervention. The rates for both these variables were calculated. The E-Health Acceptability Questionnaire and the Treatment Acceptability and Preference Questionnaire were used to assess acceptability. Mean scores were computed to determine the intervention’s acceptability.

Results

More than 80% of participants received the session components relevant to their condition. However, the Web pages for session 2, on the analgesics prescribed, were accessed by 71% of participants. Most sessions were delivered according to the established timeline for ≥80% of participants. Session 3 and in-person coaching meetings had to be provider earlier for ≥35% of participants. Session duration was 30 minutes or less on average, as initially planned. More than 80% of participants attended sessions and <20% did not apply self-management behaviors relevant to their condition, with the exception of deep breathing relaxation exercises which was not applied by 40% of them. Web and in-person sessions were assessed as very acceptable (mean scores ≥3 on a 0 to 4 descriptive scale) across nearly all acceptability attributes.

Conclusions

Findings showed that the iPACT-E-Trauma intervention is feasible and was perceived as highly acceptable by participants. Further tailoring iPACT-E-Trauma to patient needs, providing more training time for relaxation techniques, and modifying the Web platform to improve its convenience could enhance the feasibility and acceptability of the intervention.

Trial Registration

International Standard Randomized Controlled Trial Number (ISRCTN): 91987302; http://www.controlled-trials.com/ISRCTN91987302 (Archived by WebCite at http://www.webcitation.org/6ynibjPHa)

Keywords: Acute pain, chronic pain, wound and injuries, lower extremity, self-care, health promotion, feasibility studies, patient acceptance of health care

Introduction

Background

Most trauma patients suffer from an orthopedic injury [1,2] resulting in a high prevalence of disabling chronic pain affecting up to 86% of patients from several months to years post-trauma [3-5]. Considering the negative impacts of chronic pain on the quality of life of trauma patients [3,5-8] and associated social expenditure [9-13], several studies have focused on risk factors that could trigger acute to chronic pain transition in this population [3-5]. Some risk factors have been consistently identified across studies, including moderate to high acute intensity pain, major lower extremity trauma (ET; ie, patients who usually require hospitalization for surgical and multidisciplinary team acute care management), and psychological variables (eg, anxiety, depression, pain catastrophizing, pain-related fear).

Despite a growing acknowledgment of the issues associated with chronic pain in orthopedic trauma and evidence on identified risk factors, intervention studies aiming to prevent chronic pain in this population are still scarce [14,15]. Indeed, most studies on chronic pain preventive interventions have been conducted in back pain patients [16-27] and, more recently, in the context of nontrauma related major surgery [28]. These preventive interventions were designed according to a cognitive-behavioral approach, where the objective is to promote self-management behaviors, ie, skills to control pain and its effect on physical and psychological functioning [29,30]. Preliminary findings on the efficacy of these interventions showed promising results. These included decreased pain intensity and/or disability [17,18,24-26,28], reduced opioid use [28], as well as improved psychological well-being [17,22,25] or more rapid return to work [16,19-21,27]. Hence, we developed a self-management intervention aimed at preventing acute to chronic pain transition in major lower extremity trauma (iPACT-E-Trauma) patients [31,32], a population at high-risk of developing chronic pain.

The iPACT-E-Trauma was developed according to a systematic approach, to address common factors involved in the transition from acute to chronic pain and meet the needs of patients with major lower ET [31,32]. We used empirical evidence from prior research on chronic pain preventive interventions, the biopsychosocial model of chronic pain [33], and clinical knowledge of the population to determine the main features of iPACT-E-Trauma (ie, what, who, how, where, when and how much) [34]. Then, acceptability was tested with ten clinicians (ie, nurses, orthopedic surgeons, a psychiatrist, a family physician specialized in pain management, and physiotherapists) from interdisciplinary trauma teams followed by 6 ET patients who received the intervention [32]. Both clinicians and patients found the preliminary features of iPACT-E-Trauma to be acceptable. Nonetheless, refinements were made to the intervention based on the results of an acceptability questionnaire, data gathered during a focus group with clinicians, and individual interviews with patients. Findings from the acceptability questionnaire were presented to clinicians during the focus group with them, which allowed the identification of the refinements needed. The clinicians underscored the need to improve the intervention’s suitability for ET patients. To this end, the complexity of proposed activities and session duration were reduced, making the intervention more likely to be adhered to by participants. Also, clinicians proposed to develop web sessions to facilitate the delivery of the intervention by busy health care professionals during patient’s hospitalization. The patients’ acceptability assessment highlighted the importance of tailoring the activities and timelines according to their pain intensity, pain interference with activities, implementation of self-management behaviors, and recovery pace.

The aims of this study were the following: 1) evaluate the refined version of iPACT-E-Trauma feasibility, and 2) examine its acceptability in patients with major lower ET. Feasibility and acceptability criteria as described by Sidani and Braden [35] were used in this study. Feasibility refers to the practicality of implementing the intervention, focusing on the capability to carry out components and activities as planned and identifying issues in the implementation of the intervention. Variations in implementation can occur at different levels, either with the interventionist or with the clients receiving it and who are expected to carry out recommendations in their day-to-day life [35]. Acceptability is the perceived value or attitude toward the intervention by the client. This is operationalized in different ways. First, the extent to which the intervention is effective and appropriate in addressing the presenting problem, second, whether it is convenient and poses minimal risk, and third, whether participants are willing to adhere to the intervention [35].

Methods

Design

A descriptive design was used. The participants were patients who received the intervention and were randomly assigned to the experimental group of a pilot randomized clinical trial (RCT) [31].

Setting

The intervention was initiated at a 554 beds supra-regional level-1 trauma center in Montreal, Canada. This center admits, on average, 1400 trauma patients annually, 400 of who have a major ET. Patients received intervention sessions during their hospital stay, and, after hospital discharge, in a rehabilitation center, at home, or during their surgical follow-up appointment at the outpatient orthopedic clinic. Ethics approval was obtained from the Centre Intégré Universitaire de Santé et de Services Sociaux du Nord de l’île-de-Montréal, Installation Hôpital du Sacré-Coeur de Montréal (HSCM) Research Ethics Board (REB) (project identification number HSCM-2017-1333) and McGill University REB (project identification A02-M15-16B). Written consent was obtained from each participants included in the study.

Sample Characteristics

Twenty-eight patients received the iPACT-E-Trauma intervention. The inclusion criteria were the following: a) age 18 years or older, b) able to read and speak French, (c) major lower ET, and d) at risk of developing chronic pain. Acute pain intensity has consistently been reported as a risk factor for a transition from acute to chronic pain in the ET population [3-5]. The Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials has recommended the inclusion of this criterion in chronic pain prevention studies [36]. Consequently, patients were enrolled if they manifested a pain intensity of ≥4/10 upon movement 24 hours post-injury, which corresponds a moderate to severe pain intensity [37], as documented by nurses in medical charts.

The exclusion criteria were the following: a) spinal cord injury, b) amputation, c) other trauma associated with high-intensity pain (>2 fractured ribs [38] or surgical abdominal trauma) or principal site of pain not being lower ET, d) cognitive impairment and language limitation (ie, dementia, moderate-severe traumatic brain injury - Glasgow coma scale score <13/15 [39], administration of sedative agents, mechanical ventilation) affecting the capacity to participate in the intervention and to complete questionnaires, and e) needing more than 7 days of hospitalization before being eligible to participate in the study. Patients with pre-injury somatic pain were not excluded unless they were taking analgesics on a daily basis, and neither were patients with pre-injury visceral pain, considering that it is possible to differentiate this type of pain from musculoskeletal pain. Moreover, although substance abuse, including pre-injury opioid use, may influence pain outcomes, we did not exclude patients with this comorbid factor considering its high incidence in the trauma population [40-43] and the potential threat to the study’s external validity.

Intervention

The main features of the intervention have been previously described [31,32]. The topics of the refined version of iPACT-E-Trauma were the bio-psychosocial dimensions of pain, pharmacological (including how to reduce opioids over time) and nonpharmacological strategies for acute pain management, health-promotion strategies, and return to pre-injury activities. Various strategies commonly utilized in interventions based on a cognitive-behavioral approach [44] were used, such as psychoeducation, continued monitoring, provision of feedback, problem-solving, individualized action plan for a progressive increase in activity, and matching of self-management skills with real-life situations.

Regarding structure, the refined iPACT-E-Trauma included seven sessions (five regular and two boosters) lasting between 15 and 30 minutes, provided by a nurse with a master’s degree [31,32]. The intervention lasted three months and was initiated within seven days post-injury to allow patients to rapidly develop self-management behaviors and optimally manage their acute pain. Sessions 1 and 2 were expected to be given in the first week post-injury, sessions 3 to 5 on a weekly basis after that, and sessions 6 and 7 at six and twelve weeks post-injury, respectively. A hybrid delivery mode was utilized combining the Web (ie, Traitement et Assistance Virtuelle Infirmière et Enseignement platform - Soulage TAVIE Post-Trauma) [45,46] (Figures 1 and 2; Multimedia Appendix 1) and in-person contact with a nurse, over the phone or face-to-face in the outpatient orthopedic clinic. The first three sessions were Web-based, followed by short in-person coaching meetings during hospitalization. Web sessions were delivered with a laptop and headphones in participant room. The last four sessions were designed to be one-on-one, either in a rehabilitation setting, an outpatient orthopedic clinic, a home, or a hospital in case of a lengthy hospital stay. A participant manual was used as a support tool during in-person sessions. Web sessions and the participant manual were designed according to recommended health literacy strategies (Multimedia Appendix 2) [47,48].

Figure 1.

Figure 1

Introduction page of Soulage TAVIE Post Trauma.

Figure 2.

Figure 2

Establishing an objective for staying active after the injury.

Variables and Measurement Tools

Sociodemographic and clinical data were collected after participants agreed to take part in the study. A clinical profile form was used to gather data related to injuries, treatments received, and pre-injury comorbid factors. Substance abuse was determined according to the toxicology screen as well as the health questionnaire obtained soon after the arrival to the trauma center. The feasibility and acceptability of the intervention were assessed with the following tools.

Feasibility

Intervention feasibility was assessed according to two criteria: 1) the ability to deliver the intervention as planned (ie, provision of session components to ≥80% of participants, length of sessions corresponded to planned duration, and the challenges faced during intervention delivery could be overcome), and 2) the capability of participants to complete the intervention (ie, attendance at sessions as well as application of self-management behaviors after sessions 1 to 6 ≥80% of participants) [49]. We used an Intervention Feasibility Evaluation Logbook to document the delivery of session components and a Self-Management Behavior Assessment Checklist to describe participant’s capability to complete the intervention.

Acceptability

Web sessions were assessed with an E-Health Acceptability Questionnaire that includes recommended features for internet-based interventions [50], and in-person sessions were assessed with an acceptability questionnaire based on the Treatment Acceptability and Preference (TAP) Questionnaire [51]. The E-Health Acceptability Questionnaire was developed to analyze the TAVIE platform content [50], and includes 21 items rated on a 5-point descriptive scale (eg, 0 = not easy to use, 4 = very much easy to use) divided into nine subscales: ease of use, ease of understanding, credibility, tailoring, relevance, perceived applicability, visual design appreciation, dosage, motivational appeal, and overall satisfaction with the Web-based intervention. Content validation for this questionnaire was established by experts in the field of Web-based health interventions [50]. Participants completed the E-Health Acceptability Questionnaire after session 3. A high-reliability score (Cronbach alpha = 0.87) was obtained for the E-Health Acceptability Questionnaire in this study.

The TAP Questionnaire is a validated and reliable tool for persons receiving self-management interventions [51], that assesses the following intervention acceptability attributes: 1) perceived effectiveness in managing the problem, 2) appropriateness, 3) suitability to individual context, and 4) convenience or willingness to apply and adhere to the intervention. Participants were instructed to rate the intervention’s features based on these four attributes, using a 5-point descriptive scale (eg, 0 = not appropriate, 4 = very much appropriate). Open-ended questions were added at the end of each attribute section to gather input on the modifications required to improve intervention acceptability. Participants completed the TAP questionnaire after session 5 to assess the acceptability of sessions 4 and 5, and after session 7 to assess sessions 6 and 7 as well as the intervention overall. Reliability scores for acceptability questionnaires completed after sessions 5 and 7 were high when considering all four attributes (Cronbach alpha >0.9).

Data Analysis

Feasibility

To determine the ability to deliver iPACT-E-Trauma, uptake of the various components (face-to-face contacts, Web pages, and on-line documents consulted) was described. Rates of sessions delivered within the established timeline were computed. Mean scores were calculated for the time spent watching Web sessions, consulting Web pages and for the delivery of in-person sessions. Descriptive data about the challenges involved in the delivery of interventions were grouped into categories. Frequencies were calculated for each category. Rates of attendance to sessions and application of self-management behaviors were calculated regarding the capability of participants to complete the intervention.

Acceptability

Descriptive analyses of data for the acceptability questionnaires were performed. Mean scores were calculated for each acceptability attribute. The answers to the open-ended questions on the modifications required to enhance the intervention’s acceptability were grouped into categories. However, less than five participants answered the open-ended questions, precluding meaningful data analysis.

Extracts from the data sets and/or analyzed and the material used during the current study are available from the corresponding author.

Results

Sociodemographics

Sociodemographic data are presented in Table 1. More than half the participants were male, and the majority were Caucasian. Mean age was 47 years, ranging from 18 to 79 years. Twenty-two out of 28 participants (78%) had a high school to college education, and 20 participants (72%) had an annual income < $ 50,000. The most common occupation was laborer followed by work as a professional. Six participants (22%) were retired.

Table 1.

Sociodemographic data for total participants (n=28).

Characteristics iPACT-E-Trauma group, n (% )
Gender

Male 15 (54)a
Ethnical group

Caucasian 23 (82)

Haitian 3 (11)

Arabic 2 (7)
Level of education

< High school diploma 2 (7)

High school diploma 11 (39)

Collegial diploma 11 (39)

Undergraduate studies diploma 3 (11)

Graduate studies diploma 1 (4)
Occupation

Laborer 6 (22)

Clerical work 2 (7)

Administration 4 (14)

Professional 4 (14)

Student 2 (7)

None 4 (14)

Retired 6 (22)
Annual income

< $20,000/year 6 (22)

$20,000 to $49,000 14 (50)

$50,000 to $69,000 2 (7)

$70,000 to $99,000 4 (14)

≥ $100,000 2 (7)

aMean age (range)=47 (18 to 79).

Clinical Data

Data on participants’ injuries and treatments are presented in Table 2. Almost half of the participants suffered an orthopedic injury secondary to a fall. The most frequent fractures were to the pelvis, the acetabulum, the femur and the tibia. Joint dislocation occurred in 13 out of 22 participants (46%) and soft tissue injury (eg, tissue swelling delaying surgery, deep laceration, crush injury) in more than half of the participants. Almost two-thirds of the participants had at least two fractures, while half had a concomitant injury. The most frequent being a fracture to the upper extremities, followed by a fracture to the spine, and mild TBI. According to the mean Injury Severity Score (ISS) and the Abbreviated Injury Scale (AIS) - Extremity score [52] most participants suffered moderate to serious injury. The dominant comorbidities were substance abuse and mental health issues (eg, history of anxiety or depression) but were present in less than a quarter of participants. Twenty-six participants (93%) had an open reduction and internal fixation surgery for their lower ET and, among these, 11 participants (39%) had a lower limb immobilized by a cast or an orthosis for several weeks after the injury. Weight-bearing limitation on the injured limb was prescribed for 3 to 6 months in almost half the participants.

Table 2.

Participants’ injuries and treatments received (n=28).

Characteristics Results, n (%)
Trauma mechanism

Motor vehicle crash 8 (28)

Pedestrian collision 3 (11)

Fall 13 (46)

Sport 3 (11)

Work 1 (4)
Types of orthopedic injuriesa

Pelvic fracture 12 (43)

Acetabulum fracture 9 (34)

Femur fracture 8 (28)

Knee joint ligaments sprain 2 (7)

Tibia fracture 8 (29)

Fibula fracture 7 (25)

Ankle fracture 5 (18)

Foot fracture 4 (14)

Open fracture 3 (11)

Joint dislocation 13 (46)

Soft tissue 16 (57)
Number of fractures

One 10 (36)

Two 11 (39)

≥3 7 (25)
Other injuries

Participants with at least one concomitant injury 14 (50)

Mild traumatic brain injury 4 (14)

Upper extremities 6 (22)

Thorax 2 (7)

Abdomen 3 (11)

Spine 5 (18)
Injury Severity Score 9.4 (6)
Abbreviated Injury Scale (AIS) – Orthopedic score

AIS 1 (minor extremity injury)

AIS 2 (moderate extremity injury) 15 (54)

AIS 3 (serious extremity injury) 11 (39)

AIS 4 (severe extremity injury, life-threatening) 2 (7)
Comorbidities

Substance abuse 5 (18)

Somatic or visceral pain before the injury 1 (4)

Mobility issue requiring technical aid 2 (7)

Neurological (eg, epilepsy, previous stroke) 4 (14)

Cardiovascular (eg, previous myocardial infarction, hypertension) 3 (11)

Morbid obesity (Body Weight Index ≥35) 3 (11)

Psychological (eg, anxiety, depression) 6 (22)
Treatmentsb

Open reduction and internal fixation surgery 26 (93)

Closed reduction and external fixation surgery 8 (28)

Conservative treatment (no surgery) 2 (7)

Immobilization with a cast or an orthosis 11 (39)
Weight bearing limitation postinjury

No limitation 1 (4)

6 weeks postinjury 14 (50)

3 months postinjury 10 (36)

6 months postinjury 3 (11)

aSome participants had more than one type of fractures.

bSome participants received more than one treatment.

Feasibility

The Ability to Deliver the Intervention as Planned

Twenty to 28 out of 28 participants (71% to 100%) accessed all Web pages of sessions 1 to 3 (Table 3). During session 2, six participants (21%) did not access Web pages about the mechanisms of action of opioids and acetaminophen, and 19 participants (67%) did not access Web pages related to pregabalin. Most participants consulted self-management recommendation summaries in the participant’s manual, while a few consulted them in the Web platform throughout Web sessions.

Table 3.

Delivery of web sessions (1 to 3) and related in-person coaching meetings.

Variables
Results
Session 1


Web (n=28), n (%)


Participants who accessed all web pages 28 (100)


Summaries accessed in the web platform 4 (14)


Summaries consulted in the participant manual 24 (85)


Session delivered according to the established timeline 28 (100)


Session duration, mean (SD; range) 18 min (6; 13-34)

In-person coaching (n=28)


Components provided to participants, n (%)



Answer questions related to the on-line content 27 (96)



Ask participants to report their pain intensity 28 (100)



Ask participants to report their ice and legs elevation utilization 28 (100)



Review how to use ice and legs elevation if needed 12 (46)



Tailor the recommendations on cryotherapy and legs elevation if needed 17 (61)


Meeting delivered according to the established timeline, n (%) 12 (43)


Meeting duration, mean (SD; range) 4 min (2; 2-10)
Session 2


Web (n=28), n (%)


Participants who accessed all web pages 20 (71)


Summaries accessed in the web platform 4 (14)


Summaries consulted in the participant manual 24 (86)


Session delivered according to the established timeline 27 (96)


Session duration, mean (SD; range) 20 min (7.4; 11-47)

In-person coaching (n=28)


Components provided to participants, n (%)



Answer questions related to the on-line content 27 (96)



Ask participants to report their pain intensity 27 (96)



Ask participant to report their co-analgesia, ice and legs elevation utilization 28 (100)



Review how to use co-analgesia, relaxation exercises ice and legs elevation 16 (57)



Tailor the recommendations on co-analgesia if needed 4 (14)



Tailor the recommendations on cryotherapy and legs elevation if needed 8 (29)


Meeting delivered according to the established timeline, n (%) 16 (57)


Meeting duration, mean (SD; range) 6 min (3; 2-15)
Session 3


Web (n=26), n (%)


Participants who accessed all web pages 25 (96)


Summaries accessed in the web platform 2 (8)


Summaries consulted in the participant manual 24 (92)


Session delivered according to the established timeline 17 (65)


Session duration, mean (SD; range) 16 min (4; 8-33)

In-person coaching (n=26)


Components provided to participants, n (%)



Answer questions related to the on-line content 16 (62)



Ask participants to report their pain intensity 13 (50)



Ask participants to report their co-analgesia and relaxation exercises utilization 14 (54)



Review how to use co-analgesia and relaxation exercises if needed 10 (39)



Tailor the recommendations on co-analgesia if needed 5 (19)



Invite participants to discuss the use of problem solving if indicated 9 (35)



Assist participants in the establishment of an activity objective 26 (100)


Meeting delivered according to the established timeline, n (%) 4 (15)


Meeting duration, mean (SD; range) 8 min (6; 2-23)

Components of the in-person coaching meetings relevant to all participants were provided as planned to most during the first and the second meetings, and to fewer participants during the third meeting (Table 3). Those that required individualized tailoring were also less frequently delivered. Web sessions were primarily delivered according to the established timeline, except for session 3. The timeline was less frequently followed for the in-person meetings compared to Web sessions. Mean duration for Web sessions combined with in-person coaching meetings were ≤ 30 minutes. The challenges experienced during Web sessions were from various types, but they all occur in seven or less (≤ 26%) of participants: 1) environmental (ie, noise or limited space in participant’s room), 2) technical (ie, slow internet connection, difficulty creating password), 3) participant-related (ie, drowsiness, nausea, no glasses), and 4) care-related (ie, interruptions for nursing evaluation and intervention or diagnostic tests).

The components of in-person sessions relevant to all participants were provided to a large proportion of participants during sessions 5 to 7 (Table 4), while those requiring individualized tailoring were delivered to fewer participants. In-person sessions were offered according to the established timeline to most of the participants. Their mean duration was also ≤ 30 minutes. Challenges experienced during sessions 4 to 7 were related to participants (ie, lack of motivation, emphasizing other problems than pain), to care (ie, difficulty coordinating sessions with other interventions occurring at the outpatient orthopedic clinic), and to the environment (ie, noise in participant’s room). These were present for less than three participants (< 10%).

Table 4.

Delivery of in-person sessions (4 to 7).

Variables Results
Session 4: in-person (n=28)

Components provided to participants, n (%)


Ask participants to report their pain intensity 27 (96)


Ask participants to report their analgesics utilization 28 (100)


Encourage the application of learned self-management behaviors if needed 20 (71)


Provide information on gradual reduction of analgesics if needed 10 (36)


Discuss the use of problem solving if indicated 11 (39)


Provide feedback on the achievement of activity objective 26 (93)


Offer assistance in the establishment of another activity objective 24 (86)


Provide information on sleep hygiene 28 (100)


Provide assistance in the establishment of a sleep hygiene objective if needed 9 (32)


Encourage the use of strategies to optimize sleep if needed 14 (50)

Session delivered according to the established timeline, n (%) 26 (93)

Session duration, mean (SD; range) 19 min (7; 8-38)
Session 5: in-person (n=26)

Components provided to participants, n (%)


Ask participants to report their pain intensity 26 (100)


Ask participants to report their analgesics utilization 26 (100)


Encourage the application of learned self-management behaviors if needed 18 (69)


Provide information on gradual reduction of analgesics utilization if needed 8 (31)


Provide feedback on the achievement of sleep hygiene objective 8 (31)


Encourage the continuous use of strategies to optimize sleep if needed 13 (50)


Providing feedback on the achievement of activity objective 23 (89)


Give information on how to return to pre-injury activities if needed 16 (64)


Provide assistance for establishing a plan for returning to pre-injury activities 25 (93)

Session delivered according to the established timeline, n (%) 24 (92)

Session duration, mean (SD; range) 20 min (6; 12-31)
Session 6 (Booster 1): in-person (n=26)

Components provided to participants, n (%)


Answer questions related to pain management strategies 13 (50)


Ask participants to report their analgesics utilization 26 (100)


Give information on gradual reduction of analgesics if needed 8 (31)


Provide feedback on action plan achievement 26 (100)


Provide assistance for reviewing the plan for returning to pre-injury activities 26 (100)


Reinforce the importance of using learned self-management behaviors to facilitate the return to pre-injury activities if needed 10 (77)

Session delivered according to the established timeline, n (%) 22 (85)

Session duration, mean (SD; range) 18 min (8; 7-50)
Session 7 (Booster #2): in-person (n=25)

Components provided to participants, n (%)


Answer questions related to pain management strategies 14 (56)


Ask participants to report their analgesics utilization 22 (88)


Give information on gradual reduction of analgesics utilization if indicated 6 (24)


Providing feedback on action plan achievement 25 (100)


Provide assistance for reviewing the plan for returning to activities 24 (96)


Reinforce the importance of using learned self-management behaviors to facilitate the return to pre-injury activities if required 19 (76)

Session delivered according to the established timeline, n (%) 24 (96)

Session duration, mean (SD; range) 15 min (5; 10-30)

The Capability of Participants to Complete the Intervention

Attendance at the Intervention Sessions

The Web sessions and in-person coaching meetings were attended by all participants for the first two sessions and by 26 out of 28 participants (93%) for the third session (Table 5). The in-person sessions were attended by all participants for session 4, by 26 (93%) for sessions 5 and 6, and by 25 (89%) for session 7 (Table 5).

Table 5.

Intervention completion by participants (N=28).

Variables
Applied, n (%) Not applied as recommended or not applied, n (%) Not indicated, n (%)
Session 1 (n=28)



Behaviors applied between session 1 and 2




Cryotherapy (every 2h for 20 min) 17 (61) 4 (14) 7 (25)


Legs elevation in straight position while in bed 24 (86) 1 (3) 3 (11)
Session 2 (n=28)



Behaviors applied between session 2 and 3




Cryotherapy 18 (64) 3 (11) 7 (25)


Legs elevation in straight position 24 (86) 2 (7) 2 (7)


Co-analgesia 27 (96) a 1 (4)


Breathing relaxation exercises when experiencing pain interference with activities 11 (39) 11 (39) 6 (21)
Session 3 (n=26)



Behavior applied between session 3 and 4b




Cryotherapy 16 (57) 5 (18) 7 (25)


Legs elevation in straight position 18 (64) 3 (11) 7 (25)


Co-analgesia 22 (79) 2 (7) 4 (14)


Breathing relaxation exercises 8 (29) 12 (43) 8 (29)


Problem solving 10 (36) 5 (18) 13 (46)


Implementation of the activity objective 24 (86) 1 (4) 3 (11)


Gradual return to activities 25 (89) 3 (11)


Changing schedule of activities in light of pain 5 (18) 4 (14) 19 (68)


Activity pacing 15 (57) 1 (3) 11 (39)
Session 4 (n=28)



Behavior applied between session 4 and 5c




Co-analgesia (with reduction of opioids) 17 (65) 1 (4) 8 (31)


Problem solving 10 (39) 1 (4) 15 (58)


Implementation of the activity objective 20 (77) 5 (19) 1 (4)


Gradual return to activities 21 (81) 1 (4) 4 (15)


Changing schedule of activities in light of pain 3 (12) 1 (4) 22 (85)


Activity pacing 18 (69) 8 (31)


Implementation of sleep hygiene objective 8 (31) 2 (8) 16 (62)


Strategies to facilitate sleep 10 (39) 16 (62)


Other pain management strategies





Breathing relaxation exercises 4 (15) 6 (23) 16 (62)



Cryotherapy 12 (46) 1 (4) 13 (50)



Legs elevation 13 (50) 13 (50)
Session 5 (n=26)



Behaviors applied between session 5 and 6




Co-analgesia (with reduction of opioids) 17 (65) 1 (4) 8 (31)


Implementation of the action plan 24 (92) 2 (8)


Gradual return to activities 18 (69) 3 (12) 5 (19)


Changing schedule of activities in light of pain 3 (12) 21 (81) 2 (8)


Activity pacing 17 (65) 1 (4) 8 (31)


Other pain management strategies





Breathing exercises 1 (4) 5 (19) 20 (77)



Cryotherapy 8 (31) 18 (69)



Legs elevation 5 (19) 1 (4) 20 (77)



Strategies to facilitate sleep 3 (12) 23 (89)



Problem solving 7 (27) 2 (8) 17 (65)
Session 6 (n=26)



Behavior applied between session 6 and 7d




Adequate use of analgesics (with no or minimal use of opioids) 14 (56) 11 (44)


Implementation of the action plan 25 (96) 1 (4)


Gradual return to activities 21 (84) 1 (4) 3 (12)


Changing schedule of activity in light of pain 3 (12) 2 (8) 20 (80)


Activity pacing 18 (72) 6 (24) 1 (4)


Other pain management strategies





Breathing relaxation exercises 1 (4) 4 (17) 19 (79)



Cryotherapy 4 (16) 3 (12) 18 (72)



Legs elevation 5 (20) 3 (12) 17 (68)



Strategies to facilitate sleep 3 (12) 22 (88)



Problem solving 3 (12) 1 (4) 21 (84)

aThe category does not apply to any participant.

bPercentage was calculated from 28 participants since the application of self-management behaviors was verified at the beginning of session 4.

cPercentage was calculated from 26 participants since the application of self-management behaviors was verified at the beginning of session 5.

dPercentage was calculated from 25 participants since the application of self-management behaviors was verified at the beginning of session 7.

Application of Self-Management Behaviors

Overall, less than six over 28 participants (< 20%) did not apply self-management behaviors relevant to their condition (Table 5). Cryotherapy was applied by two-thirds of participants after session 1 and by more than half after session 3 and diminished as the intervention progressed. Cryotherapy was not indicated in several participants after sessions 1 to 4 given they had limb immobilization with a thick elastic bandage, splint cast with an elastic bandage or skin vascularization issues. Following sessions 5 and 6, cryotherapy was not indicated in 18 participants (70%) because pain intensity did not interfere with activities, there was no significant limb swelling, or a splint covered by a thick elastic bandage immobilized the limb. Leg elevation, a self-management behavior suggested in the first session, was strongly followed from sessions 1 to 3, and as was the case with cryotherapy, its use gradually declined afterward. Leg elevation was not needed in some participants after sessions 1 and 2, considering localized pelvic fractures without associated swelling, and even more after sessions 3 to 7 (reaching up to 20 participants or more than 75% of them) as the gradual decrease in swelling and pain intensity helped participants resume activities.

Appropriate use of co-analgesia was implemented by all but one participant after session 1 and in about two thirds after session 4, after which co-analgesia was not needed in up to 44% of participants, as they were either only taking acetaminophen or no analgesic. Almost half the participants did not use the deep breathing relaxation exercises they were taught in session 2. Relaxation exercises were not indicated anymore for many participants after sessions 4 to 7 because there was no marked pain interference with activities (score<4/10) [37]. Problem-solving, when facing a difficult pain experience, was used by 10 participants (36%) after session 3 and three participants (10%) after session 6. However, this self-management behavior did not apply to many participants and was found irrelevant. Moreover, few participants needed to establish sleep hygiene objectives and apply strategies to facilitate sleep over the course of the intervention sessions.

The objective of remaining active without increasing pain intensity and the individualized plans for returning to previous activities were highly achieved by participants. Mobility restrictions prevented some participants from reaching their objectives for staying active. Regarding strategies, several participants used the gradual return to activities, while fewer participants used activity pacing or changing the activity schedule in light of pain intensity variations throughout the day. These two latter strategies were not indicated for several participants since they were not yet active enough.

Acceptability

Web sessions were assessed as very acceptable nearly across all acceptability attributes (Table 6). Visual appeal (ie, colors, pictures, and pages outlook) and applicability (ie, perceived capacity to apply strategies recommended in Web sessions) were rated as acceptable, on average. In-person weekly sessions 4 and 5 were also assessed by participants as very acceptable for almost every attribute (Table 7). Items that were evaluated as acceptable included the perceived effectiveness of establishing an individualized action plan for returning to pre-injury activities, defining objectives to achieve adequate sleep hygiene, and reviewing previously learned self-management strategies at the beginning of each session. In-person sessions 6 and 7 (ie, booster sessions) were assessed as acceptable to very acceptable (Table 7). Items with the lowest mean scores across acceptability attributes were the following: reviewing the individualized action plan to return to pre-injury activity and establishing a new action plan, as well as the convenience of phone sessions.

Table 6.

Web-based sessions (1 to 3) acceptability.

Web session components Results, meana (SD), (n=28)
Navigation

Directives and instructions 3.4 (1.0)

Web pages navigation 3.5 (1.0)
Understanding

Language and vocabulary used by the nurse 3.8 (0.5)

Content 3.7 (0.7)
Credibility

Content and documents 3.4 (0.8)
Virtual nurse and information tailoring

Appreciation of nurses’ videos 3.8 (0.5)

Interactions with the virtual nurse 3.8 (0.4)

Perception to have received a tailored consultation 3.4 (1.0)

Personalization of messages 3.1 (1.1)
Individual relevance

Content and documents 3.4 (0.6)

Appropriateness for the management of pain and for returning to activities 3.4 (0.7)

Recommendations corresponding to participant’s needs 3.6 (0.6)

Usefulness 3.3 (0.6)
Applicability

Capacity to implement strategies recommended in web sessions 2.9 (1.1)
Visual appealing

Videos 3.3 (0.7)

Colors, pictures and pages outlook 2.8 (1.0)
Dosage

Sessions duration 3.1 (1.1)

Interval of time between each session 3.1 (1.1)

Number of sessions 3.3 (0.8)
Motivational appealing

The participant would recommend web sessions to patients with ET 3.7 (0.6)
In-person coaching session

Relevance of follow-up made by the nurse between sessions 3.6 (0.6)

Usefulness of follow-up made by the nurse between sessions 3.5 (0.7)
General

Global satisfaction 3.4 (0.9)

aRange (0-4)

Table 7.

In-person sessions (4 to 7) acceptability.

Intervention Components and Features Effectiveness,
meana (SD)
Appropriateness,
mean (SD)
Suitability,
mean (SD)
Convenience,
mean (SD)
Sessions 4 and 5 (n=25)b

Feedback and encouragements on the utilization of recommended pain management strategies at the beginning of each session 3.1 (0.8) 3.2 (0.8) 3.2 (0.7) 3.2 (0.8)

Review of previously learned self-management strategies at the beginning of each session according to participant’s needsc 2.9 (0.8) 3.0 (0.8) 3.2 (0.8)

Education on sleep hygiene strategies 3.0 (1.0) 3.2 (0.9) 3.1 (1.0) 3.5 (0.8)

Establishment of an objective to attain adequate sleep hygiene 2.7 (0.9) 3.0 (0.9) 3.0 (0.9) 3.2 (0.7)

Guidance on the gradual reduction of analgesics utilization 3.1 (0.9) 3.1 (0.9) 3.2 (1.0) 3.2 (1.2)

Establishment of objectives to stay active 3.0 (0.8) 3.2 (0.8) 3.1 (0.8) 3.0 (1.0)

Discussion on problem-solving utilization 3.2 (0.9) 3.2 (0.8) 3.2 (0.8) 3.0 (0.8)

Establishment of an action plan for returning to pre-injury activities 2.5 (1.2) 3.1 (1.0) 3.0 (1.0) 3.4 (0.7)

The number of weeks between each session (one week)c 3.2 (0.8)

Sessions durationc 3.4 (0.7)
Sessions 6 and 7 (boosters; n=23)b

Review of previously learned self-management strategies at the beginning of each session according to participant’s needsc 3.0 (0.8) 3.1 (0.8) 2.9 (0.9)

Guidance on gradual reduction of analgesics utilization 3.0 (0.8) 3.5 (0.6) 3.2 (0.7) 3.1 (0.8)

Review of the action plan for returning to pre-injury activities 2.7 (0.9) 2.9 (0.9) 2.9 (1.0) 3.0 (1.0)

Establishment of a new action plan for returning to pre-injury activities 2.7 (1.0) 2.9 (0.9) 3.0 (1.0) 3.0 (0.9)

Having received sessions over the phonec 3.0 (0.9) 2.8 (1.1)

Having received sessions in-personc 3.5 (0.6) 3.1 (0.9)

The number of week between each sessionc 3.1 (0.9)

Sessions durationc 3.1 (0.8)

The sequence of the topics covered during the intervention 3.3 (0.6)
Intervention duration (3 months)c 3.1 (0.8) 3.1 (1.0)

The total number of sessions included in the intervention (7 sessions) 3.0 (0.7) 3.0 (1.0)

aRange (0-4).

bA total of 25 participants completed the acceptability questionnaire related to sessions 4 and 5. A total of 23 participants completed the acceptability questionnaire related to sessions 6 and 7

cOnly relevant acceptability items were assessed

Discussion

Principal Findings

This study aimed to determine the feasibility and acceptability of iPACT-E-Trauma. Findings were positive for feasibility criteria, with components for Web sessions and in-person sessions provided to ≥80% of participants, except components covered in Web session 2, in-person coaching meeting 3, and those that required individualized tailoring. Sessions were delivered according to the established timeline for ≥80% of participants, excluding session 3 and in-person coaching meetings for sessions 1 to 3. Average session duration was ≤30 minutes, as expected. Moreover, except for one participant, all the challenges faced during intervention delivery were overcome, either by assisting participants with internet use or rescheduling sessions. Regarding participants’ adherence to the intervention, ≥80% were able to attend planned sessions. Likewise, most participants applied self-management behaviors relevant to their condition, except deep breathing relaxation exercises. Overall, session features were evaluated as very acceptable and no feature was considered as not acceptable.

Findings from this study highlighted ways to improve the feasibility and acceptability of iPACT-E-Trauma in preparation for a larger scale study. Additional tailoring of iPACT-E-Trauma by adjusting its content, dosage, and timing of session delivery is required to improve the ability to deliver the intervention and the capability of patients to apply self-management behaviors (ie, feasibility). Another change would be to enhance the perceived applicability of some recommended pain management strategies (ie, acceptability). Tailored interventions are based on characteristics that are unique to the person receiving it, using a combination of information or changing strategies to achieve the outcomes of interest [53,54]. The procedures to tailor self-management interventions involve increasing relevance or meaning of the content by including personally identifiable information and explaining how information is relevant to a person’s condition (ie, personalization). This also includes making recommendations related to the targeted behaviors (ie, feedback), and adapting the intervention (ie, content, dose, delivery timing) according to individual data such as determinants of the targeted behaviors [53-55]. In this study, iPACT-E-Trauma was personalized by suggesting pain management strategies relevant for patients with lower ET and by specifying in which context such strategies were applicable. Questioning patients on pain intensity, pain interference with activities, and application of self-management behaviors at each intervention session also promoted individualized feedback and content matching, according to participants’ needs.

Recent research showed that tailored Web-based and non Web-based health interventions are slightly more effective than nontailored interventions [56-59]. One of the main causes of this result is that features of tested interventions were not enough matched to the participants’ profile [55-59]. Thus, in iPACT-E-Trauma, self-management recommendations to participants should be based on behaviors they can implement considering their condition, personal attributes, and recovery pace. For example, information on how to take pregabalin should only be provided to those that use this analgesic. Problem-solving in the presence of a difficult pain experience should be exclusively reinforced in participants who experience problems regulating their negative thoughts and emotions in the presence of pain. Moreover, promoting strategies for staying active and returning to previous activities should consider the participant’s capacity to ambulate.

Concerning the dosage of iPACT-E-Trauma, the number of sessions (ie, less or more than 7 sessions) offered to participants should be tailored according to pain intensity, pain interference with activities, and abilities in pain self-management. For example, a greater number of sessions should be provided to participants who still experience significant pain interference with activities (ie, score ≥4/10) 3 months after their injury and who still need support from a health care professional for the implementation of self-management behaviors. Fewer than 7 sessions could also be offered to participants with pain intensity < 4/10 and who have restarted to ambulate on their injured limb(s).

Furthermore, the timing of in-person coaching meetings, Web session 3 and booster sessions should be revised. In-person coaching meetings were integrated between each Web-based session, since clinicians and patients emphasized the importance of keeping in direct contact with health care professionals providing the intervention during the development phase of iPACT-E-Trauma. More frequent interactions with health care professionals have also been identified as an important strategy to increase adherence to Web-based health interventions [60,61]. In-person coaching was planned 24 hours after each Web session, to give participants enough time to implement self-management behaviors. However, this study found that in-person coaching should be offered right after Web sessions to answer questions on the content covered and tailor self-management recommendations when required.

Web session 3 had to be delivered earlier than planned or was not delivered to some participants because of early hospital discharge. Also, components of the third in-person coaching meeting were not provided to each participant due to the time constraints associated with their hospital discharge. Hence, the timing of session delivery should be more flexible, to adjust to participant’s hospital length of stay. Another option would be to deliver session 3 in-person for those who do not have internet access after hospital discharge. Moreover, patients may experience less pain to their injured extremity when no weight is put on it. Hence, booster sessions, which focus on reviewing learned self-management behaviors and establishing an individualized plan for returning to previous activities, should be scheduled after participants are allowed to fully weight bear on their injured extremity. Doing so will allow participants to re-engage in self-management behaviors required to prevent pain relapse while returning to their normal activities of daily living [62]. Likewise, considering that participants preferred to receive sessions face-to-face, the timing of session delivery should be coordinated, as much as possible, with the orthopedic surgeon appointment at the outpatient clinic.

The steps necessary to further tailor iPACT-E-Trauma could be achieved through a Sequential Multiple Assignment Randomized Trial (SMART). This type of design allows the development of adaptive interventions in which the components and the dosage of the intervention are personalized, on the basis of patient characteristics or clinical presentation. They are then repeatedly adjusted over time to individual progress [63]. Adaptive interventions include a multistage process, operationalized via a sequence of decision rules that recommend when and how the intervention should be modified, in order to maximize the effects on outcomes [63]. In a SMART, participants move through multiple stages and are randomly assigned to one of several intervention options at each stage, allowing for a comparison of their efficacy [64].

Findings related to the application of self-management behaviors also indicated that the integration of relaxation therapies to iPACT-E-Trauma must be reexamined. Relaxation therapies include a number of techniques, such as progressive muscle relaxation, guided imagery, hypnosis and deep breathing exercises [65]. In this study, only deep breathing exercises were taught. Ease of implementation in the acute care context, while also providing participants with a strategy to decrease their anxiety and its effect on pain intensity, at rest and during mobilization, made this technique relevant [66]. Nevertheless, a large proportion of participants did not practice deep breathing exercises, which could be explained by the fact that relaxation techniques require training [46,67,68]. Indeed, in a recent study conducted in patients with acute orthopedic trauma, with positive disability and pain outcomes, relaxation techniques (ie, deep breathing and progressive muscle relaxation) were taught during a 60-minute session, and patients were instructed to practice daily, guided by videos [14]. Therefore, more training time should be scheduled for participants in future applications of iPACT-E-Trauma, to optimize their use of relaxation therapies. Other techniques, such as progressive muscle relaxation, could also be offered to participants, particularly for those experiencing considerable pain inference with activities.

Another improvement to iPACT-E-Trauma relates to the feasibility of using the Web platform. Some participants needed assistance to create and enter a password at the beginning of Web sessions or did not consult actionable content (eg, Web pages on the analgesics prescribed) requiring interactions from participants with the platform to access programmed information, while most participants did not consult self-management recommendation summaries integrated in a toolbox. As many as 50% of adults have limited literacy skills [69], which may affect how they find, understand, and use information on the Web. Moreover, even users with high literacy skills may find reading and using the Web more difficult when they are sick and stressed [70]. To help developers designing digital health information tools for users with limited literacy, the Office of Disease Prevention and Health Promotion of the US Department of Health and Human Services [69] has recently developed an evidence-based guide on health literacy online. Several strategies presented in this guide could be used to overcome issues faced during Web session delivery. One of these is avoiding asking users to enter too much information. Therefore, only the participant’s name could be used to access the Web sessions in iPACT-E-Trauma, since no confidential information is shared on the platform. Also, clickable elements to consult actionable content should be made more recognizable. For example, large and bright clickable buttons in a contrasting color from the surrounding text and background, and obviously clickable (eg, rectangular shape and rounded corners) could be created. Such strategies could also improve the visual appeal of the Web application, and therefore its acceptability. The summaries on self-management recommendations presented throughout Web sessions could be removed to avoid links to pages with redundant content and provided in a paper format to participants as needed.

Study Strengths and Limitations

This study is the first to assess the feasibility and acceptability of a hybrid, Web-based and in-person, intervention for the prevention of chronic pain, to be initiated in acute care settings. Nonetheless, there are some limitations that must be addressed. First, the implementation of self-management behaviors was self-reported by participants, which could have introduced a social desirability bias in the study. To avoid this, participants were invited to discuss how they applied self-management behaviors with the interventionist at each session, instead of using a formal questionnaire, which also provided the opportunity for feedback and to determine the content that needed to be reviewed. Second, it is not possible with this study to draw any conclusions on the effect of iPACT-E-Trauma. Findings from both this study and a pilot RCT [31] in which the feasibility of the research methods will also be assessed will serve for the development of a full-scale RCT. This type of study will make it possible to determine if iPACT-E-Trauma can prevent chronic pain after a major lower ET.

Conclusions

This study showed that iPACT-E-Trauma is feasible and perceived as highly acceptable by patients. Further tailoring the intervention, better support when learning deep breathing relaxation exercises, and modifying the Web platform to increase its convenience could improve both the delivery of iPACT-E-Trauma and patient satisfaction. Several studies have focused on the evaluation of self-management interventions when the pain has already become chronic. However, there is a pressing need for an intervention that can prevent disabling and costly chronic pain problems that often ensue after a major injury. The development of iPACT-E-Trauma is a milestone in the research efforts aimed at developing a relevant chronic pain preventive intervention that could be easily applied in the acute and rehabilitation continuums of care.

Acknowledgments

The first author (MB) has received fellowships from the Canadian Institutes of Health Research (MFE-140934), Fonds de recherche du Québec-Santé (FRQ-S; 30244) and Réseau de recherche en sciences infirmières du Québec (no reference number was provided) to conduct this doctoral research project. The authors received a grant from the Quebec Pain Research Network of FRQ-S (no reference number was provided) for the development of Soulage TAVIE Post-Trauma and preliminary testing in Web sessions.

We thank Laurence Lemay Belisle, Annick Gagné and Karine Tardif (Research assistants) for their support in data collection and compilation.

Abbreviations

AIS

Abbreviated Injury Scale

iPACT-E-Trauma

Intervention to prevent acute to chronic pain after major lower extremity trauma

ET

extremity trauma

ISS

Injury Severity Score

TAP

Treatment and acceptability preference

TAVIE

Traitement et Assistance Virtuelle Infirmière et Enseignement

Multimedia Appendix 1

Screenshots of Soulage TAVIE Post Trauma.

Multimedia Appendix 2

Design of the intervention material (web sessions and participant manual) according to health literacy strategies.

Footnotes

Authors' Contributions: MB conducted data collection and analysis in the context of her doctoral studies and drafted the manuscript. CG closely supervised data analysis and was involved in manuscript drafting. NF, GM, JC, GYL, DR, and MC provided clinical advice on data analysis and critically revised the manuscript. All authors read and approved the final manuscript.

Conflicts of Interest: None declared.

References

  • 1.Chang MC, Stewart RM, Rotondo MF, Nathens AB American College of Surgeons-Committee on Trauma. 2016. [2018-02-28]. National Trauma Data Bank 2016, Annual Report https://www.facs.org/~/media/files/quality .
  • 2.Canadian Institute for Health Information. 2013. National Trauma Registry Report 2013: Hospitalization for Major Injury in Canada https://secure.cihi.ca/free_products/NTR_Annual_Report_2013_EN.xls .
  • 3.Rosenbloom BN, Khan S, McCartney C, Katz J. Systematic review of persistent pain and psychological outcomes following traumatic musculoskeletal injury. J Pain Res. 2013;6:39–51. doi: 10.2147/JPR.S38878. doi: 10.2147/JPR.S38878.jpr-6-039 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Rosenbloom BN, Katz J, Chin KYW, Haslam L, Canzian S, Kreder HJ, McCartney CJL. Predicting pain outcomes after traumatic musculoskeletal injury. Pain. 2016 Dec;157(8):1733–43. doi: 10.1097/j.pain.0000000000000580. [DOI] [PubMed] [Google Scholar]
  • 5.Clay FJ, Watson WL, Newstead SV, McClure RJ. A systematic review of early prognostic factors for persisting pain following acute orthopedic trauma. Pain Res Manag. 2012;17(1):35–44. doi: 10.1155/2012/935194. http://europepmc.org/abstract/MED/22518366 . [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.O'Donnell ML, Varker T, Holmes AC, Ellen S, Wade D, Creamer M, Silove D, McFarlane A, Bryant RA, Forbes D. Disability after injury: the cumulative burden of physical and mental health. J Clin Psychiatry. 2013 Feb;74(2):e137–43. doi: 10.4088/JCP.12m08011. [DOI] [PubMed] [Google Scholar]
  • 7.Dahm J, Ponsford J. Comparison of long-term outcomes following traumatic injury: what is the unique experience for those with brain injury compared with orthopaedic injury? Injury. 2015 Jan;46(1):142–9. doi: 10.1016/j.injury.2014.07.012.S0020-1383(14)00340-4 [DOI] [PubMed] [Google Scholar]
  • 8.Ponsford J, Hill B, Karamitsios M, Bahar-Fuchs A. Factors influencing outcome after orthopedic trauma. J Trauma. 2008 Apr;64(4):1001–9. doi: 10.1097/TA.0b013e31809fec16.00005373-200804000-00022 [DOI] [PubMed] [Google Scholar]
  • 9.Ebel BE, Mack C, Diehr P, Rivara FP. Lost working days, productivity, and restraint use among occupants of motor vehicles that crashed in the United States. Inj Prev. 2004 Oct;10(5):314–9. doi: 10.1136/ip.2004.005850. http://ip.bmj.com/cgi/pmidlookup?view=long&pmid=15470014 .10/5/314 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Clay FJ, Newstead SV, Watson WL, McClure RJ. Determinants of return to work following non life threatening acute orthopaedic trauma: a prospective cohort study. J Rehabil Med. 2010 Feb;42(2):162–9. doi: 10.2340/16501977-0495. https://www.medicaljournals.se/jrm/content/abstract/10.2340/16501977-0495 . [DOI] [PubMed] [Google Scholar]
  • 11.MacKenzie EJ, Bosse MJ, Kellam JF, Pollak AN, Webb LX, Swiontkowski MF, Smith DG, Sanders RW, Jones AL, Starr AJ, McAndrew MP, Patterson BM, Burgess AR, Travison T, Castillo RC. Early predictors of long-term work disability after major limb trauma. J Trauma. 2006 Sep;61(3):688–94. doi: 10.1097/01.ta.0000195985.56153.68.00005373-200609000-00028 [DOI] [PubMed] [Google Scholar]
  • 12.Kendrick D, Vinogradova Y, Coupland C, Christie N, Lyons RA, Towner EL, UK Burden of Injuries Study Group Getting back to work after injury: the UK Burden of Injury multicentre longitudinal study. BMC Public Health. 2012 Aug 01;12:584. doi: 10.1186/1471-2458-12-584. https://bmcpublichealth.biomedcentral.com/articles/10.1186/1471-2458-12-584 .1471-2458-12-584 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Kendrick D, Vinogradova Y, Coupland C, Christie N, Lyons RA, Towner E, UK Burden of Injuries Study Group Making a successful return to work: the UK burden of injury multicentre longitudinal study. Br J Gen Pract. 2012 Feb;62(595):e82–90. doi: 10.3399/bjgp12X625139. http://bjgp.org/cgi/pmidlookup?view=long&pmid=22520774 . [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Vranceanu A, Hageman M, Strooker J, ter MD, Vrahas M, Ring D. A preliminary RCT of a mind body skills based intervention addressing mood and coping strategies in patients with acute orthopaedic trauma. Injury. 2015 Apr;46(4):552–7. doi: 10.1016/j.injury.2014.11.001.S0020-1383(14)00553-1 [DOI] [PubMed] [Google Scholar]
  • 15.Shearer HM, Carroll LJ, Wong JJ, Côté P, Varatharajan S, Southerst D, Sutton DA, Randhawa KA, Yu H, Mior SA, van DVGM, Nordin MC, Stupar M, Taylor-Vaisey AL. Are psychological interventions effective for the management of neck pain and whiplash-associated disorders? A systematic review by the Ontario Protocol for Traffic Injury Management (OPTIMa) Collaboration. Spine J. 2016 Dec;16(12):1566–1581. doi: 10.1016/j.spinee.2015.08.011.S1529-9430(15)01221-8 [DOI] [PubMed] [Google Scholar]
  • 16.Linton SJ, Nordin E. A 5-year follow-up evaluation of the health and economic consequences of an early cognitive behavioral intervention for back pain: a randomized, controlled trial. Spine (Phila Pa 1976) 2006 Apr 15;31(8):853–8. doi: 10.1097/01.brs.0000209258.42037.02.00007632-200604150-00003 [DOI] [PubMed] [Google Scholar]
  • 17.Slater MA, Weickgenant AL, Greenberg MA, Wahlgren DR, Williams RA, Carter C, Patterson TL, Grant I, Garfin SR, Webster JS, Atkinson JH. Preventing progression to chronicity in first onset, subacute low back pain: an exploratory study. Arch Phys Med Rehabil. 2009 Apr;90(4):545–52. doi: 10.1016/j.apmr.2008.10.032.S0003-9993(09)00082-3 [DOI] [PubMed] [Google Scholar]
  • 18.Hasenbring M, Ulrich HW, Hartmann M, Soyka D. The efficacy of a risk factor-based cognitive behavioral intervention and electromyographic biofeedback in patients with acute sciatic pain. An attempt to prevent chronicity. Spine (Phila Pa 1976) 1999 Dec 01;24(23):2525–35. doi: 10.1097/00007632-199912010-00015. [DOI] [PubMed] [Google Scholar]
  • 19.Linton SJ, Andersson T. Can chronic disability be prevented? A randomized trial of a cognitive-behavior intervention and two forms of information for patients with spinal pain. Spine (Phila Pa 1976) 2000 Nov 01;25(21):2825–31; discussion 2824. doi: 10.1097/00007632-200011010-00017. [DOI] [PubMed] [Google Scholar]
  • 20.Linton SJ, Boersma K, Jansson M, Svärd L, Botvalde M. The effects of cognitive-behavioral and physical therapy preventive interventions on pain-related sick leave: a randomized controlled trial. Clin J Pain. 2005;21(2):109–19. doi: 10.1097/00002508-200503000-00001.00002508-200503000-00001 [DOI] [PubMed] [Google Scholar]
  • 21.Linton SJ, Ryberg M. A cognitive-behavioral group intervention as prevention for persistent neck and back pain in a non-patient population: a randomized controlled trial. Pain. 2001 Feb 01;90(1-2):83–90. doi: 10.1016/s0304-3959(00)00390-0.S0304-3959(00)00390-0 [DOI] [PubMed] [Google Scholar]
  • 22.Von KM, Moore JE, Lorig K, Cherkin DC, Saunders K, González VM, Laurent D, Rutter C, Comite F. A randomized trial of a lay person-led self-management group intervention for back pain patients in primary care. Spine (Phila Pa 1976) 1998 Dec 01;23(23):2608–15. doi: 10.1097/00007632-199812010-00016. [DOI] [PubMed] [Google Scholar]
  • 23.Hay EM, Mullis R, Lewis M, Vohora K, Main CJ, Watson P, Dziedzic KS, Sim J, Minns LC, Croft PR. Comparison of physical treatments versus a brief pain-management programme for back pain in primary care: a randomised clinical trial in physiotherapy practice. Lancet. 2005;365(9476):2024–30. doi: 10.1016/S0140-6736(05)66696-2.S0140-6736(05)66696-2 [DOI] [PubMed] [Google Scholar]
  • 24.Moore JE, Von KM, Cherkin D, Saunders K, Lorig K. A randomized trial of a cognitive-behavioral program for enhancing back pain self care in a primary care setting. Pain. 2000 Nov;88(2):145–53. doi: 10.1016/S0304-3959(00)00314-6.S0304-3959(00)00314-6 [DOI] [PubMed] [Google Scholar]
  • 25.Lamb SE, Lall R, Hansen Z, Castelnuovo E, Withers EJ, Nichols V, Griffiths F, Potter R, Szczepura A, Underwood M, BeST trial group A multicentred randomised controlled trial of a primary care-based cognitive behavioural programme for low back pain. The Back Skills Training (BeST) trial. Health Technol Assess. 2010 Aug;14(41):1–253, iii. doi: 10.3310/hta14410. doi: 10.3310/hta14410. [DOI] [PubMed] [Google Scholar]
  • 26.Lamb SE, Mistry D, Lall R, Hansen Z, Evans D, Withers EJ, Underwood MR, Back Skills Training Trial Group Group cognitive behavioural interventions for low back pain in primary care: extended follow-up of the Back Skills Training Trial (ISRCTN54717854) Pain. 2012 Feb;153(2):494–501. doi: 10.1016/j.pain.2011.11.016.S0304-3959(11)00692-0 [DOI] [PubMed] [Google Scholar]
  • 27.Lindell O, Johansson S, Strender L. Subacute and chronic, non-specific back and neck pain: cognitive-behavioural rehabilitation versus primary care. A randomized controlled trial. BMC Musculoskelet Disord. 2008 Dec 30;9:172. doi: 10.1186/1471-2474-9-172. https://www.biomedcentral.com/1471-2474/9/172 .1471-2474-9-172 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Abid Azam M, Weinrib AZ, Montbriand J, Burns LC, McMillan K, Clarke H, Katz J. Acceptance and Commitment Therapy to manage pain and opioid use after major surgery: Preliminary outcomes from the Toronto General Hospital Transitional Pain Service. Canadian Journal of Pain. 2017 Jun 28;1(1):37–49. doi: 10.1080/24740527.2017.1325317. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Flor H, Turk D. Chronic pain integrated biobehavioral perspective. Seattle: IASP Press; 2011. [Google Scholar]
  • 30.Turk D, Flor H. The cognitive-behavioral approach to pain management. In: McMahon SB Koltzenburg M., editor. In Wall and Melzack's textbook of pain (5th ed) London: Elsevier Churchill Livingstone; 2006. pp. 339–348. [Google Scholar]
  • 31.Bérubé M, Gélinas C, Martorella G, Côté J, Feeley N, Laflamme GY, Rouleau D, Choinière M. A Hybrid Web-Based and In-Person Self-Management Intervention to Prevent Acute to Chronic Pain Transition After Major Lower Extremity Trauma (iPACT-E-Trauma): Protocol for a Pilot Single-Blind Randomized Controlled Trial. JMIR Res Protoc. 2017 Jun 26;6(6):e125. doi: 10.2196/resprot.7949. http://www.researchprotocols.org/2017/6/e125/ v6i6e125 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Bérubé M, Gélinas C, Martorella G, Feeley N, Côté J, Laflamme GY, Rouleau D, Choinière M. Development and acceptability assessment of a self-management intervention to prevent acute to chronic pain transition after major lower extremity trauma. Pain Man Nurse. 2018 doi: 10.1016/j.pmn.2018.04.010. (forthcoming) [DOI] [PubMed] [Google Scholar]
  • 33.Gatchel RJ. Comorbidity of chronic pain and mental health disorders: the biopsychosocial perspective. Am Psychol. 2004 Nov;59(8):795–805. doi: 10.1037/0003-066X.59.8.795.2004-20395-026 [DOI] [PubMed] [Google Scholar]
  • 34.Hoffmann TC, Glasziou PP, Boutron I, Milne R, Perera R, Moher D, Altman DG, Barbour V, Macdonald H, Johnston M, Lamb SE, Dixon-Woods M, McCulloch P, Wyatt JC, Chan A, Michie S. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ. 2014;348:g1687. doi: 10.1136/bmj.g1687. http://www.bmj.com/cgi/pmidlookup?view=long&pmid=24609605 . [DOI] [PubMed] [Google Scholar]
  • 35.Sidani S, Braden C. Design, Evaluation, and Translation of Nursing Interventions. Ames: John Wiley & Sons, Inc; 2011. [Google Scholar]
  • 36.Gewandter JS, Dworkin RH, Turk DC, Farrar JT, Fillingim RB, Gilron I, Markman JD, Oaklander AL, Polydefkis MJ, Raja SN, Robinson JP, Woolf CJ, Ziegler D, Ashburn MA, Burke LB, Cowan P, George SZ, Goli V, Graff OX, Iyengar S, Jay GW, Katz J, Kehlet H, Kitt RA, Kopecky EA, Malamut R, McDermott MP, Palmer P, Rappaport BA, Rauschkolb C, Steigerwald I, Tobias J, Walco GA. Research design considerations for chronic pain prevention clinical trials: IMMPACT recommendations. Pain. 2015 Jul;156(7):1184–97. doi: 10.1097/j.pain.0000000000000191. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Gerbershagen HJ, Aduckathil S, van WAJM, Peelen LM, Kalkman CJ, Meissner W. Pain intensity on the first day after surgery: a prospective cohort study comparing 179 surgical procedures. Anesthesiology. 2013 Apr;118(4):934–44. doi: 10.1097/ALN.0b013e31828866b3. [DOI] [PubMed] [Google Scholar]
  • 38.Unsworth A, Curtis K, Asha SE. Treatments for blunt chest trauma and their impact on patient outcomes and health service delivery. Scand J Trauma Resusc Emerg Med. 2015 Feb 08;23:17. doi: 10.1186/s13049-015-0091-5. https://sjtrem.biomedcentral.com/articles/10.1186/s13049-015-0091-5 .10.1186/s13049-015-0091-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Teasdale G, Jennett B. Assessment of coma and impaired consciousness. A practical scale. Lancet. 1974 Jul 13;2(7872):81–4. doi: 10.1016/s0140-6736(74)91639-0.S0140-6736(74)91639-0 [DOI] [PubMed] [Google Scholar]
  • 40.American College of Surgeons-Committee on Trauma. Alcohol and Injury. [2017-09-10]. 2017 http://wwww.wbcitation.org/6xa1TsXdE .
  • 41.Parry-Jones BL, Vaughan FL, Miles Cox W. Traumatic brain injury and substance misuse: A systematic review of prevalence and outcomes research (1994–2004) Neuropsychological Rehabilitation. 2011 Feb 16;16(5):537–560. doi: 10.1080/09602010500231875. [DOI] [PubMed] [Google Scholar]
  • 42.Taylor LA, Kreutzer JS, Demm SR, Meade MA. Traumatic brain injury and substance abuse: A review and analysis of the literature. Neuropsychol Rehabil. 2003 Jan;13(1-2):165–188. doi: 10.1080/09602010244000336. [DOI] [PubMed] [Google Scholar]
  • 43.US Department of Transportation - National Highway Traffic Safety Administration. 2010. [2017-09-10]. Drug Involvement of Fatally Injured Drivers https://crashstats.nhtsa.dot.gov/Api/Public/ViewPublication/811415 .
  • 44.Jensen MP, Turk DC. Contributions of psychology to the understanding and treatment of people with chronic pain: why it matters to ALL psychologists. Am Psychol. 2014;69(2):105–18. doi: 10.1037/a0035641.2014-04960-001 [DOI] [PubMed] [Google Scholar]
  • 45.Côté J, Ramirez-Garcia P, Rouleau G, Saulnier D, Guéhéneuc Y, Hernandez A, Godin G. A nursing virtual intervention: real-time support for managing antiretroviral therapy. Comput Inform Nurs. 2011;29(1):43–51. doi: 10.1097/NCN.0b013e3181f9dc02.00024665-201101000-00010 [DOI] [PubMed] [Google Scholar]
  • 46.Martorella G, Côté J, Choinière M. SOULAGE-TAVIE: development and validation of a virtual nursing intervention to promote self-management of postoperative pain after cardiac surgery. Comput Inform Nurs. 2013 Apr;31(4):189–97. doi: 10.1097/NXN.0b013e3182812d69. [DOI] [PubMed] [Google Scholar]
  • 47.U.S. Department of Health and Human Services - Center for Disease Control and Prevention . Simply Put. Atlanta: Strategic and Proactive Communication Branch - Division of Communication Services; 2009. [2017-09-15]. https://www.cdc.gov/healthliteracy/pdf/Simply_Put.pdf . [Google Scholar]
  • 48.U.S. Department of Health and Human Services . Health literacy online: A guide to writing and designing easy-to-use health Web sites. Washington: Office of Disease Prevention and Health Promotion; [2018-04-04]. https://health.gov/healthliteracyonline/2010/Web_Guide_Health_Lit_Online.pdf . [DOI] [PubMed] [Google Scholar]
  • 49.Perepletchikova F, Kazdin A. Treatment integrity and therapeutic change: Issues and research recommendations. Clin Psychol Sci Pract. 2005;12(4):365–383. doi: 10.1093/clipsy.bpi045. [DOI] [Google Scholar]
  • 50.Côté J, Rouleau G, Godin G, Ramirez-Garcìa P, Guéhéneuc Y, Nahas G, Tremblay C, Otis J, Hernandez A. Acceptability and feasibility of a virtual intervention to help people living with HIV manage their daily therapies. J Telemed Telecare. 2012 Oct;18(7):409–12. doi: 10.1258/jtt.2012.120218.jtt.2012.120218 [DOI] [PubMed] [Google Scholar]
  • 51.Sidani S, Epstein DR, Bootzin RR, Moritz P, Miranda J. Assessment of preferences for treatment: validation of a measure. Res Nurs Health. 2009 Aug;32(4):419–31. doi: 10.1002/nur.20329. http://europepmc.org/abstract/MED/19434647 . [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Palmer C. Major trauma and the injury severity score-where should we set the bar? Annu Proc Assoc Adv Automot Med. 2007;51:13–29. http://europepmc.org/abstract/MED/18184482 . [PMC free article] [PubMed] [Google Scholar]
  • 53.Hawkins RP, Kreuter M, Resnicow K, Fishbein M, Dijkstra A. Understanding tailoring in communicating about health. Health Educ Res. 2008 Jun;23(3):454–66. doi: 10.1093/her/cyn004. http://her.oxfordjournals.org/cgi/pmidlookup?view=long&pmid=18349033 .cyn004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 54.Kreuter M, Farrell D, Olevitch L, Brennan L. Tailoring Health Messages: Customizing Communication with Computer Technology. New York: Routledge - Taylor & Francis Group; 2012. [Google Scholar]
  • 55.Plow M, Mangal S, Geither K, Golding M. A Scoping Review of Tailored Self-management Interventions among Adults with Mobility Impairing Neurological and Musculoskeletal Conditions. Front Public Health. 2016;4:165. doi: 10.3389/fpubh.2016.00165. doi: 10.3389/fpubh.2016.00165. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Lustria MLA, Noar SM, Cortese J, Van SSK, Glueckauf RL, Lee J. A meta-analysis of web-delivered tailored health behavior change interventions. J Health Commun. 2013;18(9):1039–69. doi: 10.1080/10810730.2013.768727. [DOI] [PubMed] [Google Scholar]
  • 57.Noar SM, Benac CN, Harris MS. Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol Bull. 2007 Jul;133(4):673–93. doi: 10.1037/0033-2909.133.4.673.2007-09203-006 [DOI] [PubMed] [Google Scholar]
  • 58.Krebs P, Prochaska JO, Rossi JS. A meta-analysis of computer-tailored interventions for health behavior change. Prev Med. 2010;51(3-4):214–21. doi: 10.1016/j.ypmed.2010.06.004. http://europepmc.org/abstract/MED/20558196 .S0091-7435(10)00231-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 59.Martorella G, Boitor M, Bérubé M, Fredericks S, Lemay S, Gélinas C. Tailored Web-Based Interventions for Pain: Systematic Review and Meta-Analysis. J Med Internet Res. 2017 Nov 10;19(11):e385. doi: 10.2196/jmir.8826. http://www.jmir.org/2017/11/e385/ v19i11e385 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 60.Kelders SM, Kok RN, Ossebaard HC, Van Gemert-Pijnen JEWC. Persuasive system design does matter: a systematic review of adherence to web-based interventions. J Med Internet Res. 2012;14(6):e152. doi: 10.2196/jmir.2104. http://www.jmir.org/2012/6/e152/ v14i6e152 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Baumeister H, Reichler L, Munzinger M, Lin J. The impact of guidance on Internet-based mental health interventions — A systematic review. Internet Interventions. 2014 Oct;1(4):205–215. doi: 10.1016/j.invent.2014.08.003. [DOI] [Google Scholar]
  • 62.Yardley L, Spring BJ, Riper H, Morrison LG, Crane DH, Curtis K, Merchant GC, Naughton F, Blandford A. Understanding and Promoting Effective Engagement With Digital Behavior Change Interventions. Am J Prev Med. 2016 Nov;51(5):833–842. doi: 10.1016/j.amepre.2016.06.015.S0749-3797(16)30243-4 [DOI] [PubMed] [Google Scholar]
  • 63.Lei H, Nahum-Shani I, Lynch K, Oslin D, Murphy SA. A SMART design for building individualized treatment sequences. Annu Rev Clin Psychol. 2012;8:21–48. doi: 10.1146/annurev-clinpsy-032511-143152. http://europepmc.org/abstract/MED/22224838 . [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Murphy SA. An experimental design for the development of adaptive treatment strategies. Stat Med. 2005 May 30;24(10):1455–81. doi: 10.1002/sim.2022. [DOI] [PubMed] [Google Scholar]
  • 65.National Institutes of Health - National Center for Complementary and Integrative Health. 2016. [2017-10-10]. Relaxation Techniques for Health https://nccih.nih.gov/health/stress/relaxation.htm .
  • 66.Wong EM, Chan SW, Chair S. Effectiveness of an educational intervention on levels of pain, anxiety and self-efficacy for patients with musculoskeletal trauma. J Adv Nurs. 2010 May;66(5):1120–31. doi: 10.1111/j.1365-2648.2010.05273.x.JAN5273 [DOI] [PubMed] [Google Scholar]
  • 67.Ehde DM, Dillworth TM, Turner JA. Cognitive-behavioral therapy for individuals with chronic pain: efficacy, innovations, and directions for research. Am Psychol. 2014;69(2):153–66. doi: 10.1037/a0035747.2014-04960-005 [DOI] [PubMed] [Google Scholar]
  • 68.Vickers A, Zollman C, Payne DK. Hypnosis and relaxation therapies. West J Med. 2001 Oct;175(4):269–72. doi: 10.1136/ewjm.175.4.269. http://europepmc.org/abstract/MED/11577062 . [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.U.S. Department of Health and Human Services - Office of Disease Prevention and Health Promotion. 2016. [2018-02-28]. Health Literacy Online https://health.gov/healthliteracyonline/
  • 70.Jarrett C, Gaffney G. Forms that work: Designing Web forms for usability. San Francisco: Morgan Kaufmann/Elsevier; 2009. [Google Scholar]

Associated Data

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

Supplementary Materials

Multimedia Appendix 1

Screenshots of Soulage TAVIE Post Trauma.

Multimedia Appendix 2

Design of the intervention material (web sessions and participant manual) according to health literacy strategies.


Articles from JMIR Formative Research are provided here courtesy of JMIR Publications Inc.

RESOURCES