Physical Therapy Commons^™

Modulation Of The Hoffmann Reflex In The Tibialis Anterior With A Change In Posture., Janelle Unger, Justin W Andrushko, Alison R Oates, Doug W Renshaw, Trevor S Barss, E Paul Zehr, Jonathan P Farthing

Physical Therapy Publications

Hoffmann (H-) reflex amplitudes in plantar flexor soleus muscle are modulated by posture, yet dorsiflexor tibialis anterior (TA) H-reflex parameters have sparingly been studied. The purpose was to investigate modulation of the TA H-reflex when postural demands are increased from sitting to standing. In this study, data from 18 participants (Age: 25 ± 4 years, Height: 170.9 ± 9.5 cm, Weight: 75.9 ± 17.2 kg) allowed comparison of two experimental conditions involving different postures (i.e. sitting and standing). Maximal amplitude of the TA H-reflex (H_max) as a percent of the maximal M-wave amplitude (M_max) …

The Experiences Of Physical Rehabilitation In Individuals With Spinal Cord Injuries: A Qualitative Thematic Synthesis., Janelle Unger, Hardeep Singh, Avril Mansfield, Sander L Hitzig, Erica Lenton, Kristin E Musselman

Physical Therapy Publications

PURPOSE: The purpose of this thematic synthesis review was to identify and synthesise published qualitative research on the perspectives of individuals with spinal cord injuries with respect to physical rehabilitation interventions.

MATERIALS AND METHODS: The peer-reviewed literature was searched across seven databases and identified abstracts were independently screened by two reviewers. A thematic synthesis methodology was used to code and synthesise the results from the included studies.

RESULTS: In total, 7233 abstracts were identified; 31 articles were selected for inclusion, representing 26 physical rehabilitation interventions. The methodological quality of studies was moderate (Standards for Reporting Qualitative Research mean ± standard …

Effect Of Learning To Use A Mobility Aid On Gait And Cognitive Demands In People With Mild To Moderate Alzheimer's Disease: Part I - Cane, Susan W. Hunter, Alison Divine, Humberto Omana, Walter Wittich, Keith D Hill, Andrew M Johnson, Jeffrey D Holmes

Physical Therapy Publications

BACKGROUND: People with Alzheimer's disease (AD) exhibit balance and walking impairments that increase falls risk. Prescription of a mobility aid is done to improve stability, yet also requires increased cognitive resources. Single-point canes require unique motor sequencing for safe use. The effect of learning to use a single-point cane has not been evaluated in people with AD.

OBJECTIVES: In people with AD and healthy adult controls: 1) examine changes in gait while using a cane under various walking conditions; and 2) determine the cognitive and gait costs associated with concurrent cane walking while multi-tasking.

METHODS: Seventeen participants with AD (age …

Validity Of The Early Activity Scale For Endurance And The 6-Minute Walk Test For Children With Cerebral Palsy., Alyssa Laforme Fiss, Lynn Jeffries, Allison Yocum, Sarah Westcott Mccoy, On Track Study Team

Physical Therapy Publications

PURPOSE: This study aimed to describe Early Activity Scale for Endurance (EASE) scores and 6-minute walk test (6MWT) distances of children with cerebral palsy (CP) by functional ability level, sex, and age and to examine the convergent validity of the 2 tests.

METHODS: A total of 708 participants with CP, Gross Motor Function Classification System (GMFCS) levels I to V, completed the EASE, and 376 of the study participants (3-12years), GMFCS levels I to III, completed the 6MWT.

RESULTS: Children with CP vary in EASE scores and 6MWT distances based on GMFCS level and, to a lesser extent, age. The …

Longitudinal Trajectories And Reference Centiles For The Impact Of Health Conditions On Daily Activities Of Children With Cerebral Palsy., Doreen J Bartlett, Jan Willem Gorter, Lynn M Jeffries, Lisa Avery, Steven E Hanna, On Track Study Team

Physical Therapy Publications

AIM: First, to describe the impact of health conditions on daily activities over time in children with cerebral palsy (CP) and to create age-specific reference centiles. Second, to determine the amount of change typical over a 1-year period, across Gross Motor Function Classification System (GMFCS) levels.

METHOD: A prospective, cohort design, with five assessments over 2 years, involved 708 children with a confirmed diagnosis of CP participating in the On Track Study (396 males, 312 females; mean age 6y [SD 2y 7mo]; range 18mo-12y at first assessment; 32.1% in GMFCS level I, 22.7% in GMFCS level II, 11.2% in GMFCS …

Risk Factors For Falls In Individuals With Lower Extremity Amputations During The Pre-Prosthetic Phase: A Retrospective Cohort Study, Kimberly Vu, Michael W C Payne, Susan W. Hunter, Ricardo Viana

Physical Therapy Publications

BACKGROUND: Falls in individuals with lower limb amputations (LLAs) pose significant health concerns. The literature is limited regarding falls during the preprosthetic phase of rehabilitation for persons with LLAs.

OBJECTIVE: To determine the incidence of falls and identify factors associated with falls during the preprosthetic recovery phase.

DESIGN: Retrospective chart audit.

SETTING: Inpatient rehabilitation program.

PARTICIPANTS: Four hundred forty individuals with LLAs (age ± SD = 61.93 ± 14.53 years, 73.18% male) who attended inpatient rehabilitation from 26 July 2011 to 21 August 2017.

INTERVENTIONS: Not applicable.

MAIN OUTCOME MEASUREMENTS: The number of self-reported falls was recorded from the time …

Intensive Balance Training For Adults With Incomplete Spinal Cord Injuries: Protocol For An Assessor-Blinded Randomized Clinical Trial., Janelle Unger, Katherine Chan, Carol Y Scovil, B Catharine Craven, Avril Mansfield, Kei Masani, Kristin E Musselman

Physical Therapy Publications

BACKGROUND: Impaired reactive balance control can lead to increased falls in people with neurological impairments. Perturbation-based balance training (PBT), which involves repetitive exposure to destabilizing external perturbations, improves the ability to take reactive steps in older adults and individuals who have had a stroke.

OBJECTIVE: The objective is to investigate whether PBT or conventional intensive balance training (CIBT) results in greater improvements in reactive stepping ability in individuals with chronic incomplete spinal cord injury (iSCI).

DESIGN: The design consists of an assessor-blind randomized clinical trial comparing the efficacy of 2 balance training programs (PBT and CIBT) matched for training duration …

White Matter Biomarkers Associated With Motor Change In Individuals With Stroke: A Continuous Theta Burst Stimulation Study, K P Wadden, Sue Peters, M R Borich, J L Neva, K S Hayward, C S Mang, N J Snow, K E Brown, T S Woodward, S K Meehan, L A Boyd

Physical Therapy Publications

Continuous theta burst stimulation (cTBS) is a form of noninvasive repetitive brain stimulation that, when delivered over the contralesional hemisphere, can influence the excitability of the ipsilesional hemisphere in individuals with stroke. cTBS applied prior to skilled motor practice interventions may augment motor learning; however, there is a high degree of variability in individual response to this intervention. The main objective of the present study was to assess white matter biomarkers of response to cTBS paired with skilled motor practice in individuals with chronic stroke. We tested the effects of stimulation of the contralesional hemisphere at the site of the …

Developmental Trajectories And Reference Percentiles For The 6-Minute Walk Test For Children With Cerebral Palsy., Alyssa Laforme Fiss, Lynn Jeffries, Kristie Bjornson, Lisa Avery, Steven Hanna, Sarah Westcott Mccoy

Physical Therapy Publications

PURPOSE: The purposes of this study were to document longitudinal developmental trajectories in 6-minute walk test (6MWT) distances and to develop age-specific reference percentiles for children across different Gross Motor Function Classification System (GMFCS) levels.

METHODS: A TOTAL OF: 456 children with cerebral palsy ages 3 to 12 years of, GMFCS levels I to III participated. Children's motor function was classified on the GMFCS, and children completed the 6MWT 2 to 5 times in 2 years.

RESULTS: Longitudinal developmental trajectories support that 6MWT distances increase with age followed by a tapering, as children approach their functional limit relative to their …

Cognition Predicts Mobility Change In Lower Extremity Amputees Between Discharge From Rehabilitation And 4-Month Follow-Up: A Prospective Cohort Study., Susan W. Hunter, Pavlos Bobos, Courtney Frengopoulos, Austin Macpherson, Ricardo Viana, Michael W Payne

Physical Therapy Publications

OBJECTIVES: To assess (1) the effect of task (single and dual task), time (discharge and 4mo), and their interaction for mobility; (2) task prioritization during dual-task testing; and (3) the association between cognition on change in mobility between discharge from rehabilitation and 4 months' follow-up.

DESIGN: Prospective cohort study.

SETTING: Rehabilitation hospital.

PARTICIPANTS: People with lower extremity amputations (N=22) were consecutively recruited at discharge from an inpatient prosthetic rehabilitation program.

INTERVENTIONS: Not applicable.

MAIN OUTCOME MEASURES: Gait velocity and the L Test of Functional Mobility, single and dual task (serial subtractions by 3), were the primary outcomes. Montreal Cognitive Assessment …

Reliability, Validity, And Agreement Of The Short-Form Activities-Specific Balance Confidence Scale In People With Lower Extremity Amputations., Katherine Fuller, Humberto Adolfo Omaña Moreno, Courtney Frengopoulos, Michael W Payne, Ricardo Viana, Susan W. Hunter

Physical Therapy Publications

BACKGROUND: Clinicians use the Activities-specific Balance Confidence Scale to understand balance confidence. A short-form Activities-specific Balance Confidence scale, was developed using the six most difficult tasks from the original Activities-specific Balance Confidence scale; however, short-form the short-form scale psychometrics and agreement with the original scale have yet to be explored in people with lower extremity amputations.

OBJECTIVE: To determine the relative and absolute reliability, construct validity, and agreement of the short-form Activities-specific Balance Confidence scale.

STUDY DESIGN: Test-retest with a 2-week interval.

METHODS: Analysis for relative reliability and internal consistency was intraclass correlation coefficient and Cronbach's

RESULTS: The short-form Activities-specific …

Effect Of Learning To Use A Mobility Aid On Gait And Cognitive Demands In People With Mild To Moderate Alzheimer's Disease: Part Ii - 4-Wheeled Walker., Susan W. Hunter, Alison Divine, Humberto Omana, Walter Wittich, Keith D Hill, Andrew M Johnson, Jeffrey D Holmes

Physical Therapy Publications

BACKGROUND: Cognitive deficits and gait problems are common and progressive in Alzheimer's disease (AD). Prescription of a 4-wheeled walker is a common intervention to improve stability and independence, yet can be associated with an increased falls risk.

OBJECTIVES: 1) To examine changes in spatial-temporal gait parameters while using a 4-wheeled walker under different walking conditions, and 2) to determine the cognitive and gait task costs of walking with the aid in adults with AD and healthy older adults.

METHODS: Twenty participants with AD (age 79.1±7.1 years) and 22 controls (age 68.5±10.7 years) walked using a 4-wheeled walker in a straight …

Effects Of Pain Neuroscience Education On Physician Assistant Students Understanding Of Pain And Attitudes And Beliefs About Pain., Kory Zimney, Adriaan Louw, Julie Johnson, Suzanne Peppers, Kevin Farrell

Faculty Publications

PURPOSE: Evaluate the effectiveness and efficiency of two different pain neuroscience education (PNE) lectures provided to physician assistant (PA) students. Primary outcomes explored were knowledge of pain and shift in attitudes and beliefs about chronic pain after the lecture.

METHODS: A PNE lecture was provided at two separate university PA programs. One program received a two-hour PNE lecture with a case-based example. The other program received a one-hour PNE lecture without the casebased example. Measurement of change for pre and post-test pain knowledge and attitudes and beliefs about chronic pain were recorded.

RESULTS: Students at both universities showed medium effect …

Caregiver Perspectives On Body-Weight Supported Treadmill Training As An Intervention For Young Children With Cerebral Palsy, Megan Flores, Carolyn Da Silva

Physical Therapy Collection

PURPOSE/HYPOTHESIS: Children with cerebral palsy (CP) in Gross Motor Function Classification System (GMFCS) levels IV and V present with challenges that impact their functional activities and participation in family activities. The purpose of this study was to examine caregivers’ perspectives on body-weight supported treadmill training (BWSTT) as an intervention for their young children with CP.

NUMBER OF SUBJECTS: Participants included 4 caregivers of children with CP in GMFCS levels IV (n = 2) and V (n = 2) who previously participated in 6 weeks of BWSTT.

MATERIALS/METHODS: Three children diagnosed with CP in GMFCS levels IV and V between the …

A Collaborative Approach To Decision Making Through Developmental Monitoring To Provide Individualized Services For Children With Cerebral Palsy., Doreen J Bartlett, Sarah W Mccoy, Lisa A Chiarello, Lisa Avery, Barbara Galuppi, On Track Study Team

Physical Therapy Publications

In this Perspective, we suggest a process to improve physical and occupational therapists’ and families’ collaboration to provide appropriate, efficient, and effective evidence-based services to improve motor function, self-care performance, and participation in family and recreation activities for children with cerebral palsy (CP). This process is informed by 2 multisite prospective cohort studies (Move & PLAY and On Track). The heterogeneity of children with CP is described, limiting the utility of evidence from randomized controlled trials and systematic reviews to inform service planning for children with CP. An evidence-based alternative using prospective cohort studies that produce knowledge of determinants of …

Stability Of The Gross Motor Function Classification System, Manual Ability Classification System, And Communication Function Classification System., Robert J Palisano, Lisa Avery, Jan Willem Gorter, Barbara Galuppi, Sarah Westcott Mccoy

Physical Therapy Publications

AIM: To determine the stability of the Gross Motor Function Classification System (GMFCS), Manual Ability Classification System (MACS), and Communication Function Classification System (CFCS) over 1-year and 2-year intervals using a process for consensus classification between parents and therapists.

METHOD: Participants were 664 children with cerebral palsy (CP), 18 months to 12 years of age, one of their parents, and 90 therapists. Consensus between parents and therapists on level of function was ≥92% for the GMFCS, MACS, and CFCS. A linearly weighted kappa coefficient of ≥0.75 was the criterion for stability.

RESULTS: Kappa coefficients varied from 0.76 to 0.88 for …

A Framework For Secondary Cognitive And Motor Tasks In Dual-Task Gait Testing In People With Mild Cognitive Impairment., Susan W Hunter, Alison Divine, Courtney Frengopoulos, Manuel Montero Odasso

Physical Therapy Publications

BACKGROUND: Cognition is a key factor in the regulation of normal walking and dual-task gait assessment is an accepted method to evaluate the relationship. The objective of this study was to create a framework for task complexity of concurrent motor and cognitive tasks with gait in people with mild cognitive impairment (MCI).

METHODS: Community-dwelling people with MCI (n = 41, mean age = 76.20 ± 7.65 years) and cognitively normal controls (n = 41, mean age = 72.10 ± 3.80 years) participated in this study. Gait velocity was collected using an instrumented walkway under one single task and six combined …

Type-2 Diabetes Mellitus Reduces Cortical Thickness And Decreases Oxidative Metabolism In Sensorimotor Regions After Stroke., Jennifer K Ferris, Sue Peters, Katlyn E Brown, Katherine Tourigny, Lara A Boyd

Physical Therapy Publications

Individuals with type-2 diabetes mellitus experience poor motor outcomes after ischemic stroke. Recent research suggests that type-2 diabetes adversely impacts neuronal integrity and function, yet little work has considered how these neuronal changes affect sensorimotor outcomes after stroke. Here, we considered how type-2 diabetes impacted the structural and metabolic function of the sensorimotor cortex after stroke using volumetric magnetic resonance imaging (MRI) and magnetic resonance spectroscopy (MRS). We hypothesized that the combination of chronic stroke and type-2 diabetes would negatively impact the integrity of sensorimotor cortex as compared to individuals with chronic stroke alone. Compared to stroke alone, individuals with …

Trunk Motion Visual Feedback During Walking Improves Dynamic Balance In Older Adults: Assessor Blinded Randomized Controlled Trial., Eric Anson, Lei Ma, Tippawan Meetam, Elizabeth Thompson, Roshita Rathore, Victoria Dean, John Jeka

Department of Physical Therapy Faculty Papers

BACKGROUND: Virtual reality and augmented feedback have become more prevalent as training methods to improve balance. Few reports exist on the benefits of providing trunk motion visual feedback (VFB) during treadmill walking, and most of those reports only describe within session changes.

RESEARCH QUESTION: To determine whether trunk motion VFB treadmill walking would improve over-ground balance for older adults with self-reported balance problems.

METHODS: 40 adults (75.8 years (SD 6.5)) with self-reported balance difficulties or a history of falling were randomized to a control or experimental group. Everyone walked on a treadmill at a comfortable speed 3×/week for 4 weeks …

A Scoping Review Of Biopsychosocial Risk Factors And Co-Morbidities For Common Spinal Disorders, Bart N Green, Claire D Johnson, Scott Haldeman, Erin Griffith, Michael B Clay, Edward J Kane, Juan M Castellote, Shanmuganathan Rajasekaran, Matthew Smuck, Eric L Hurwitz, Kristi Randhawa, Hainan Yu, Margareta Nordin

Physical Therapy Collection

OBJECTIVE: The purpose of this review was to identify risk factors, prognostic factors, and comorbidities associated with common spinal disorders.

METHODS: A scoping review of the literature of common spinal disorders was performed through September 2016. To identify search terms, we developed 3 terminology groups for case definitions: 1) spinal pain of unknown origin, 2) spinal syndromes, and 3) spinal pathology. We used a comprehensive strategy to search PubMed for meta-analyses and systematic reviews of case-control studies, cohort studies, and randomized controlled trials for risk and prognostic factors and cross-sectional studies describing associations and comorbidities.

RESULTS: Of …

Interrelationships Of Functional Status And Health Conditions In Children With Cerebral Palsy: A Descriptive Study., Doreen Bartlett, Emily Dyszuk, Barbara Galuppi, Jan Willem Gorter

Physical Therapy Publications

PURPOSE: To examine the relationship among the Gross Motor Function Classification System (GMFCS), the Manual Ability Classification System (MACS), and the Communication Function Classification System (CFCS) in children with cerebral palsy (CP) and to determine the average number and effect of health conditions.

METHODS: Participants were 671 children with CP aged 2 to 12 years from Canada and the United States. Cross-tabulation of functional classifications and averages were computed for the number and impact of health conditions and comparisons among groups.

RESULTS: A total of 78 of the 125 possible classification combinations were recorded. Most frequent were GMFCS I, MACS …

Moving From Parent "Consultant" To Parent "Collaborator": One Pediatric Research Team's Experience., Doreen Bartlett, Lisa A Chiarello, Tina Hjorngaard, Barbara Sieck Taylor

Physical Therapy Publications

We share our experiences as academic physical therapists and parents of young people with cerebral palsy working together as a research team, describe and critically review how our working relationship has evolved and propose further enhancements to realize our shared vision. This manuscript is informed by a call for “family-centered research,” transcripts of face-to-face meetings held over a period of 11/2 days, the INVOLVE document and our experiences over almost a decade, as well as other related literature. Authentic collaborative research partnerships between academic researchers and parents embodying trust, mutual respect and shared social responsibility take time and effort to …

Understanding Participation Of Children With Cerebral Palsy In Family And Recreational Activities., Mohammed S Alghamdi, Lisa A Chiarello, Robert J Palisano, Sarah W Mccoy

Physical Therapy Publications

AIMS: The primary aim of this study was to determine the effect of age, sex, gross motor, manual ability, and communication functions on the frequency and enjoyment of children's participation in family and recreational activities. The secondary aim was to determine the relationships between motor and communication functions and participation.

METHODS: Participants were 694 children, 1.5-12 years old, with cerebral palsy (CP) and their parents across the US and Canada. Parents rated children's frequency and enjoyment of participation using the Child Engagement in Daily Life measure. Parents and therapists identified children's level of function using Gross Motor Function Classification System …

Strategies To Improve Interdisciplinary Communication In An Acute Care Inpatient Pediatric Unit, Sarah Thompson, Haley Pelletier, Barbara Bush Children's Hospital-Inpatient, Maine Medical Center, Suneela Nayak, Ruth Hanselman, Stephen Tyzik

MaineHealth Maine Medical Center

Interdisciplinary patient rounding has been shown to improve patient and family satisfaction as well as reduce patient length of stay and readmission rates. In an acute care inpatient pediatric unit, baseline metrics demonstrated that 100% of the time, nursing was not included in these rounds thus resulting in sub optimal communication.

The goal of this performance improvement project was to attain increased nursing participation. Data collection demonstrated several reasons for lack of participation and corrective actions were instituted. After undertaking this KPI goal and utilizing operational excellence, 95% of the time, nurses were called to morning rounds with the medical …

Identification Strategies For The Very High Fall Risk Patient In An Acute Inpatient Psychiatric Unit, P6 Inpatient Geri-Med Psychiatry, Haley Pelletier, Suneela Nayak, Stephen Tyzik, Ruth Hanselman

MaineHealth Maine Medical Center

Patients falling as a result of geriatric and psychiatric impairments are at a much higher risk than the average patient population. An acute care inpatient psychiatric team used baseline metrics to demonstrate increasing fall rates per month that surpassed the unit’s target number. As a result, a quality improvement project around falls was felt to be warranted.

The overall goal of this study was to improve patient safety by reducing falls for their very high risk fall population. A root cause analysis determined that this population was not being properly identified and several tools were developed and employed to better …

Delirium Reduction Strategies For The Critically Ill, June Chaves, Sam Canonico, Will Cheney, Tammy Corey, Gil Fraser, Alex Kowalewski, Jen Low, Cardiac Intensive Care Unit, Haley Pelletier, Cathy Palleschi, Stephen Tyzik, Suneela Nayak, Ruth Hanselman

MaineHealth Maine Medical Center

Delirium, an acute and fluctuating disturbance of consciousness and cognition, is a common manifestation of acute brain dysfunction in critically ill patients. Patients with delirium have longer hospital stays and a lower 6-month survival rate than do patients without delirium. Preliminary research suggests that delirium may be associated with cognitive impairment that persists months to years after discharge.

In a large acute care hospital, the cardiac intensive care staff became interested in mitigating their unit’s high delirium rate of ventilated patients. At baseline, many members of the healthcare team did not believe that delirium could be prevented and the predominant …

Parents' Experiences And Perceptions When Classifying Their Children With Cerebral Palsy: Recommendations For Service Providers., Natalie V Scime, Doreen J Bartlett, Laura K Brunton, Robert J Palisano

Physical Therapy Publications

AIMS: This study investigated the experiences and perceptions of parents of children with cerebral palsy (CP) when classifying their children using the Gross Motor Function Classification System (GMFCS), the Manual Ability Classification System (MACS), and the Communication Function Classification System (CFCS). The second aim was to collate parents' recommendations for service providers on how to interact and communicate with families.

METHODS: A purposive sample of seven parents participating in the On Track study was recruited. Semi-structured interviews were conducted orally and were audiotaped, transcribed, and coded openly. A descriptive interpretive approach within a pragmatic perspective was used during analysis.

RESULTS: …

Construction And Validation Of The Fatigue Impact And Severity Self-Assessment For Youth And Young Adults With Cerebral Palsy., Laura K Brunton, Doreen J Bartlett

Physical Therapy Publications

Purpose: The Fatigue Impact and Severity Self-Assessment (FISSA) was created to assess the impact, severity and self-management of fatigue for individuals with cerebral palsy (CP) aged 14-31.

Methods Used: Items were generated from a review of measures and interviews with individuals with CP. Focus groups with healthcare professionals were used for item reduction. A mailed survey was conducted (n=163/367) to assess the factor structure, known-groups validity and test-retest reliability.

Results Obtained: The final measure contained 31-items in two factors and discriminated between individuals expected to have different levels of fatigue. Individuals with more functional abilities reported less fatigue (p< 0.002) and those with higher pain reported higher fatigue (p< 0.001). The FISSA was shown to have adequate test-retest reliability, ICC(3,1)=0.74 (95% CI 0.53-0.87).

Conclusions …

Clinician's Commentary On Patterson Et Al., Sue Peters

Physical Therapy Publications

No abstract provided.

The Prevalence, Location, Severity, And Daily Impact Of Pain Reported By Youth And Young Adults With Cerebral Palsy., Laura Brunton, Sarah Hall, Adrienne Passingham, Julie Wulff, Rich Delitala

Physical Therapy Publications

PURPOSE: To describe the prevalence, location, severity, and daily impact of pain reported by youth and young adults with cerebral palsy (CP). A secondary aim was to identify any significant associations between the constructs of interest.

METHOD: An observational study of 112 participants with CP to understand their experience of pain through a questionnaire. Participants were 56 males and 55 females with a mean age of 18y 9mo (SD 4y 5mo).

RESULTS: Pain was reported by 75% of males and 89% of females. Both severity and impact of pain were significantly greater in females. In addition, severity and impact of …