Modeling Women's Need For Action in Violent Relationships.

We are beginning to understand that intimate partner violence (IPV) and women's decision-making about that violence are nonlinear phenomena. IPV and decision-making are influenced by variables feedforwarding upon themselves with multiple interconnected predictors and circularly causal relationships. Computer models can help us gain a systems perspective on these relationships and enable hypothesis-testing without engendering risk to women in these relationships. The purpose of this study was to develop a mathematical model of women's decision-making concerning her violent relationship and assess the impact of random stress and her controllable behaviors on violence and decision-making. An agent-based model was created using data from couples with history of violence, based upon results of multiple time series of partner violence. To explore factors that may alter model results, eight continuous variable parameters were created based upon significant (p ≤ .05) but discrepant (opposite directions) results from two prior time series studies. Overall, 13 unique patterns of violence in five categories were identified, but none of these categories included his violence alone without some additional influence (i.e., marital distance leading to marital distance the following day). To assess the potential impact that random stress and behaviors under her control (arguments, forgiveness, alcohol use, violence) could have on need-for-action and actions taken, the effects of variable parameter settings on these outcomes were also assessed. While random stress had little effect on outcomes, her interventions could have an impact but were pattern-specific. Her daily participation in arguments correlated with more violence. The need-for and actually taking action were at times independent of each other. This mathematical model yielded results that generally involved her violence with or without his violence. Thus, modeling partner violence and women's decision-making is possible, yielding diverse patterns. However, the complexity of interdependent predictors unique to each relationship means that targeted interventions will need to be couple-specific.

Is Perceived Need for Action Among Women in Violent Relationships Nonlinear and, If So, Why?

Despite the prevalence and impact of partner violence, we understand little about women's action taking except that it seems an unpredictable, nonlinear process. This article determines the degree of nonlinearity in perceived need for help, legal action, or leaving among women in violent relationships. The participants included 143 women who experienced violence in the previous month, enrolled from six primary care clinics. Baseline surveys assessed background characteristics and factors which may affect perceived need for action. Multiple times series assessments of violence and need for action were collected daily for 8 weeks via telephone Interactive Voice Response. Measures of nonlinearity of violence, perceived need for help, legal action, and leaving were computed. Repeated measures ANOVA assessed differences across measures of nonlinearity. To identify factors contributing to nonlinearity, staged multiple regression assessed the relationship between nonlinearity measures and outcomes. Ninety-three women completed sufficient time series for nonlinearity assessment. Measures of nonlinearity were lower for need for legal action compared with needs for help and leaving. Regression analysis suggested that isolation, social networks, and lack of awareness contribute to nonlinearity. Women's perceived need for legal action and its level of nonlinearity were lowest compared with those of help seeking and leaving. Although its relative linearity suggests that the need for legal action may be the most predictable, its lower mean rating suggests that legal action is a low priority. Although need for help and leaving are of higher priorities, their nonlinearity suggests that intervention will not yield predictable results.

He Said, She Said: Comparing Men's and Women's Descriptions of Men's Partner Violence.

More than one in three women and one in four men in the United States report victimization by intimate partner violence. Women and men often disagree about the frequency or severity of violent acts, and researchers have proposed various reasons for discordant reports. Using daily surveys and qualitative interviews, we compared men's and women's reports about men's partner aggression and examined language they used to describe their experiences. Fifteen heterosexual couples in violent relationships completed an 8-week study that involved daily telephone surveys about violent behaviors and household environment; baseline and end-of-study surveys addressing predictors and outcomes of violence; and qualitative end-of-study interviews to provide perspective about their relationships. Most participants were Latinos with low income. Relationship length was 5.5 years, median. In daily surveys, both partners reported similar frequencies of men's physical violence (4% of days), but men reported more physical violence by women than women did (8% vs. 3% of days). The qualitative analysts compared men's and women's accounts of male-to-female violence and observed gender-specific variations in style of reporting. Men used indirect language to describe their violent behavior, implied definitions of abuse, and justified their aggression. These findings have implications for clinical guidelines to screen and intervene with victims and perpetrators of intimate partner violence in primary care and emergency settings. Future research should focus on perpetrators of violence and examine effective ways for health care providers to identify and manage their care.

Is Readiness to Take Action Among Women in Violent Relationships a Catastrophic Phenomenon?

Taking action among women in violent relationships appears to involve sudden changes and reversals after periods of building stress, suggesting that decision making is a "catastrophic" phenomenon. This study sought to determine whether readiness-to-change is best modeled as a cusp catastrophic (CCM) phenomenon among women in violent relationships. A total of 143 women who experienced violence in the previous month completed baseline and end-of-study interviews assessing her hope, coping strategies, social network, and readiness-for-action (seeking help, taking legal action, and leaving) concerning the violence. Daily assessments of his violent behavior, forgiveness sought and given, and her perceived need-for-action were collected via telephone Interactive Voice Response for 8 weeks. Using regression analysis, the impact of factor-analyzed asymmetry (violence burden) and bifurcation (hope and cope, support, forgiveness, and number of children) variables on the outcomes (readiness-for-help, legal action, and leaving) was modeled, comparing the CCM against linear models to determine which model accounts for the most variance in each outcome. Cusp catastrophe models for all three actions accounted for more variance than either linear model comparison, but violence burden was only relevant to readiness-for-help and different bifurcation variables were at work for each action. While forgiveness was an important bifurcation factor in readiness-for-help and number of children served as the bifurcation factor for readiness-for-legal-action, readiness-to-leave was more complex with both number of children and hope-and-cope as bifurcation factors. Not only should we expect sudden changes in readiness but efforts to facilitate decision making should focus on addressing the bifurcation factors that may distort her interpretation of reality.

Psychometrics of the Violence Nonlinear Dynamics Scale.

OBJECTIVE: The trajectory of daily partner violence generally demonstrates nonlinear dynamics, and this nonlinearity is important to patient outcomes, as it is sometimes a stronger predictor of outcomes than violence frequency or severity. However, measurement of such dynamics is difficult, requiring complete time series data of sufficient length to yield stable measures. The purpose of this study was to develop a pencil-and-paper instrument to estimate violence nonlinearity and assess its psychometrics. METHODS: Adult women (N = 143) who experienced violence in the previous month were enrolled from 6 primary care clinics. Baseline surveys assessed factors known to correlate with nonlinearity (partner's control strategies, violence appraisal, hope, social support, coping style) and violence dynamics using a 30-item instrument based on traditional characteristics of complex adaptive systems. Participants completed daily assessments of the previous day's violence using interactive voice response via telephone for 8 weeks, with data collection occurring between August 2013 and March 2015. Three different measures of nonlinearity were computed: LZ complexity (algorithmic complexity), approximate entropy (lack of regularity), and Lyapunov exponent (sensitivity to initial conditions). RESULTS: Using factor analysis and reliability measures, the final 10-item Violence Nonlinearity Dynamics Scale (VNDS) was identified. The VNDS was found to have both internal consistency (0.817) and split-half reliability (0.796). In addition, the instrument demonstrated concurrent (correlating with both the combined nonlinearity factor score [r = 0.267] and Grassberger-Procaccia entropy [r = 0.338]) and construct (correlating with 9 of 13 previously identified nonlinearity correlates) validity. CONCLUSIONS: The VNDS has both reliability and validity and could facilitate the inclusion of nonlinearity assessment in both intimate partner violence research and clinical work.

The Dynamics of Partner Violence and Alcohol Use in Couples: Research Methods.

OBJECTIVE: This research team uses complexity science to gain a deeper understanding of daily dynamics of intimate partner violence (IPV). This report describes research methods for gathering daily information about patterns of partner violence and alcohol use from couples in near-real time, and addresses recruitment and retention, adherence to study protocol, data validity, and participant safety. METHODS: Researchers enrolled 20 heterosexual couples with violent relationships from a primary healthcare center. Every day for 8 weeks, participants telephoned an interactive voice response (IVR) system and responded to 33 survey questions assessing violence, alcohol use, and household environment. They also completed baseline and end-of-study surveys. RESULTS: Of 20 enrolled couples, 15 completed the study, providing 90% adherence to daily reporting. Participants reported verbal aggression on an average of 11-13 days over 8 weeks, and physical abuse on an average of 2-4 days. Alcohol use was modest and infrequent. Women and men differed in their reports of women's physical aggression. No reports of physical violence were correlated with social desirability. CONCLUSIONS: We demonstrated the feasibility of enrolling and engaging both women and men in daily longitudinal research about partner violence and described advantages of IVR in daily longitudinal research.

Predictors of Perceived Need for and Actual Action Taking Among Women in Violent Relationships.

Decision-making of women in violent relationships is poorly understood. The study seeks to identify predictors of need-for-action and actions taken by women in violent relationships. The participants were 143 women who experienced violence in previous month from 6 primary care clinics. The methods involved multiple times series using daily assessments of household environment, marital relationship, concerns, violence, and need-for-action collected via telephone interactive voice response for 8 weeks. Outcomes include daily need-for-action and reports of actions taken. Same-day correlates and prior-day associations using vector autoregressions were sought, combined across subjects using meta-analytic techniques. Need for help depended on stalking, concern for child safety, forgiveness, and low perceived control; actually seeking help depended on sense of control with same-day stress and need for help. Need for legal action depended on concern for child safety and finances with desire to keep family together; actually taking legal action, correlated only with prior-day stalking and concerns about child safety but less about effects of violence on child. Need to leave depended on his violence, with concern about its effect on child, her forgiveness, and a low desire to keep family together, while actually leaving was primed by a day of his drinking, and triggered by same-day stress and need to leave, but lower levels of her drinking or his seeking forgiveness. Once gone, prior-day stalking and his alcohol use correlated with returning to the relationship. Taking action depends upon few prior- and same-day factors unique to each action.

Research or intervention or both? Women's changes after participation in a longitudinal study about intimate partner violence.

INTRODUCTION: The tensions between risk and benefit in research are particularly evident in studies about intimate partner violence. Recalling and relating traumatic experiences may deepen posttraumatic stress or relieve the burden of terrible events long borne in secret. In this article, we examine the effects of study participation in a longitudinal investigation of intimate partner violence using both qualitative and quantitative data. METHOD: Researchers enrolled 200 women in moderately violent intimate relationships and asked them to report about their relationships every day for 12 weeks. Daily, participants telephoned an automated survey and responded to 34 survey questions. They also completed baseline and end-of-study surveys and maintained telephone contact with 1 researcher weekly. Forty-2 participants completed qualitative end-of-study interviews to describe their relationships and their experiences in the study. RESULTS: Over 12 weeks, participants showed improvements in coping strategies, hope, and mental health, and increased readiness to leave their partners. In qualitative interviews, women reported gaining insight, feeling better emotionally, making behavioral changes, finding comfort in daily surveys, learning resources for help, and taking action to improve their lives. Fourteen percent left their partners by end-of-study; 35% sought counseling. DISCUSSION: The study's daily survey invited the participant to become more reflective about her relationship, which changed how she saw herself and her situation. The study methods also included weekly conversations with a compassionate researcher, allowing women to tell their stories. These 2 strategies may be incorporated into brief interventions for intimate partner violence in primary care settings. (PsycINFO Database Record

It is complicated! - misunderstanding the complexities of 'complex'.

Terminology matters - as Lakoff emphasised, words and phrases evoke powerful images and frames of understanding. It is for that reason that we need to discern and use appropriately the term complex/complexity in the health science/professional/policy domain. Complex is the fashionable term used when in reality one means 'complicated', 'difficult to understand' or 'multiple simultaneous actions'. However, this is not what complex means. The Latin term means 'entwined/interwoven' - a structural characteristic describing systems. Complexity arises from the interactions between structurally connected entities - a functional characteristic of a system. The basis of scientific rigor is a clear understanding of a discipline's epistemology. Complexity refers to the emergence of outcomes from the interactions of a system's constituent components (and thus has nothing in common with the colloquial meaning of complicatedness).

Using complexity science to examine three dynamic patterns of intimate partner violence.

INTRODUCTION: The partner violence literature describes 3 dominant models of dynamics of partner aggression: cycle of violence, family systems theory, and Duluth model (power and control wheel). Complexity science describes 3 patterns of system dynamics: periodic, chaotic, and random. Are these parallel patterns? In this analysis, investigators calculated dynamic patterns (periodic, chaotic, and random) using 84 daily reports of male-to-female aggression and assessed the "fit" between time-series-derived patterns of male partners' violent behaviors and literature-based models of violence dynamics. METHOD: Participants were 200 women in moderately violent intimate relationships who completed a telephone survey about their relationships every day for 12 weeks. They also completed baseline and end-of-study surveys and maintained telephone contact with the study team weekly. Of 200 participants, 135 women provided enough data to be assigned to period, chaotic, or random groups. RESULTS: Group membership included 16 women in periodic, 40 in chaotic, and 79 in random groups. Consistent with the cycle of violence, periodic women found violence to be predictable and controllable. Consistent with the Duluth model, women in the random group found violence to be unpredictable and out of their control, occurring with high frequency. The chaotic group had the lowest frequency and severity of violence, lowest stress and arguments, and the highest marital satisfaction. DISCUSSION: The most common dynamic pattern in partner violence is random, which exhibits high frequency and unpredictability of aggression. Complexity science suggests interventions in random systems have unpredictable outcomes, posing great challenges for clinicians who work with victims of violence.

Coping with intimate partner violence: Qualitative findings from the study of dynamics of husband to wife abuse.

INTRODUCTION: Coping can be defined as an individual's efforts to manage a problem. In Intimate Partner Violence (IPV), coping depends heavily on relationship context, circumstances, and resource availability. The range of coping strategies utilized by women experiencing violence are not fully understood. METHOD: Two hundred female patients who screened positive for verbal or physical abuse were recruited from 6 primary care clinics in San Antonio. Subjects were instructed to complete a baseline survey, which included the COPE scale, as well as daily telephone reports, weekly contact with research staff, and an end-of-study survey. A total of 42 women completed an in-depth qualitative interview at the end of 3 months. RESULTS: Using a template approach to qualitative analysis, interview transcripts were analyzed and coded. "Coping" as a theme emerged independently and was categorized into 14 subcategories, according to the COPE scale; the most commonly endorsed themes from interviews were "avoidance" and "active coping." Previously undescribed methods of coping with IPV were also discovered using this approach, including "preventing escalation" and "ignoring." DISCUSSION: In a qualitative study of women living with IPV, coping emerged as an independent theme. We found that the women used methods not listed on the COPE standardized scale at least as often as more traditional categories. It is important for family medicine clinicians to be aware of the wide variety of coping mechanisms to best address safety planning.

Modeling Outcomes of Partner Violence Using Cusp Catastrophe Modeling.

Research suggests that intimate partner violence (IPV) is a complex, nonlinear phenomenon. In addition to the violence trajectory itself, IPV decision-making, help-seeking and leaving are nonlinear processes as well. The purpose of this study was to determine whether outcomes were best modeled as cusp catastrophic phenomena with measures of violence nonlinearity and wife-perpetrated violence serving as bifurcation variables. This 12-week time series study was conducted among 200 adult women in violent relationships. Women completed daily assessments of household environment and marital relationship using Interactive Verbal Response; missing violence data was imputed using TISEAN software to maintain its nonlinear characteristics. LZ complexity, approximate entropy, and largest Lyapunov exponents were used as measures of violence nonlinearity. Asymmetry variables included violence frequency and severity as well as its onset and duration. Factor-analyzed outcomes included coping and appraisals, hope and support, symptomatology, functional status, readiness-for-change, and medical utilization. When severity of wife's violence and nonlinearity of husband's violence were used as bifurcation variables, cusp catastrophe modeling helped explain positive and negative coping as well as readiness-for-change. In conclusion, measures of nonlinearity of husband's violence and wife's violence contributed to the variance of three outcomes in cusp catastrophe modeling. Sudden changes in coping and readiness-for-change in IPV should be expected and knowledge of violence nonlinearity may have applications when working with violent couples.

Safely examining complex dynamics of intimate partner violence.

The overall goal of this study is to use complexity science to gain a deeper understanding of the nonlinear day-to-day dynamics of intimate partner violence, with implications for clinical interventions. This report describes research methods for gathering information about partner violence in real time and assesses recruitment and retention, adherence to study protocol, data validity, and participant safety. Research assistants enrolled 200 women in moderately violent intimate relationships and asked them to report about their relationships every day for 12 weeks. Daily, participants telephoned an Interactive Voice Response (IVR) system and responded to 34 survey questions. They also completed baseline and end-of-study surveys and maintained telephone contact with the study team weekly. Forty-two participants completed qualitative end-of-study interviews to describe their relationships and the impact of the study on their lives. Of 200 enrollees, 145 women provided enough data for nonlinear analyses, averaging 63.5 daily reports of 84 possible. Participants submitted 9,201 daily reports, documenting partner's verbal or physical aggression on 39.4% of days, and their own aggression on 23.1%. Two women were withdrawn from the study for safety reasons; the remainder reported that study participation posed no additional threat. Eighty women sought assistance from community resources. Violence severity did not appear to change over the 12 weeks. The research team successfully and safely recruited and retained 145 women who provided valuable data for a study of complex dynamics of intimate partner violence.

Systems and complexity thinking in the general practice literature: an integrative, historical narrative review.

PURPOSE: Over the past 7 decades, theories in the systems and complexity sciences have had a major influence on academic thinking and research. We assessed the impact of complexity science on general practice/family medicine. METHODS: We performed a historical integrative review using the following systematic search strategy: medical subject heading [humans] combined in turn with the terms complex adaptive systems, nonlinear dynamics, systems biology, and systems theory, limited to general practice/family medicine and published before December 2010. A total of 16,242 articles were retrieved, of which 49 were published in general practice/family medicine journals. Hand searches and snowballing retrieved another 35. After a full-text review, we included 56 articles dealing specifically with systems sciences and general/family practice. RESULTS: General practice/family medicine engaged with the emerging systems and complexity theories in 4 stages. Before 1995, articles tended to explore common phenomenologic general practice/family medicine experiences. Between 1995 and 2000, articles described the complex adaptive nature of this discipline. Those published between 2000 and 2005 focused on describing the system dynamics of medical practice. After 2005, articles increasingly applied the breadth of complex science theories to health care, health care reform, and the future of medicine. CONCLUSIONS: This historical review describes the development of general practice/family medicine in relation to complex adaptive systems theories, and shows how systems sciences more accurately reflect the discipline's philosophy and identity. Analysis suggests that general practice/family medicine first embraced systems theories through conscious reorganization of its boundaries and scope, before applying empirical tools. Future research should concentrate on applying nonlinear dynamics and empirical modeling to patient care, and to organizing and developing local practices, engaging in community development, and influencing health care reform.

Association of knowledge, attitudes, and behaviors for colon cancer screening in Hispanic patients.

PURPOSE: The purpose of our cross-sectional study was to examine the association between sociodemographic, knowledge, attitude and behavior factors with colon cancer screening among low-income Hispanic patients from an urban family medicine clinic in San Antonio, Texas. METHODS: Using random stratified sampling, 804 patients were surveyed with 274 Hispanic patients meet the eligibility criteria for colon cancer screening (aged > or = 50 years). A 10-page self-administered questionnaire in Spanish or English completed in the clinic waiting room included self-reported colonoscopy, sociodemographic characteristics, health status, knowledge, attitudes, and behaviors toward colon cancer screening. Associations between colonoscopy and patient characteristics were assessed using logistic regression. RESULTS: 62% of patients reported having been tested for colonoscopy. Older Hispanics (age mean=59 + 6.1 SD) were more likely to have a colonoscopy than younger Hispanics (age mean = 56 +/- 4.8 SD) (P < .001). Bivariate analysis showed that patients who discussed colon cancer risk with their doctor (P = .001), did not smoke (P = .004), or encouraged family members or friends to be tested for colon cancer (P < .001) were more likely to be screened. Multiple variable logistic regression analysis showed that older age, having cancer, discussing the risk factors with their doctor, and encouraging family members or friends to get tested were significant predictors for colonoscopy testing in Hispanics. CONCLUSIONS: Colonoscopy screening in a sample of low-income Hispanic patients differed by age and health experience. Intervention programs that increase colon cancer screening in Hispanics patients should concentrate on those aged < 60. Patient education for knowledge, positive attitude, and behaviors may improve colon cancer screening.

Chemical intolerance in primary care settings: prevalence, comorbidity, and outcomes.

PURPOSE: This study extends previous community-based studies on the prevalence and clinical characteristics of chemical intolerance in a sample of primary care clinic patients. We evaluated comorbid medical and psychiatric disorders, functional status, and rates of health care use. METHODS: A total of 400 patients were recruited from 2 family medicine clinic waiting rooms in San Antonio, Texas. Patients completed the validated Quick Environmental Exposure and Sensitivity Inventory (QEESI) to assess chemical intolerance; the Primary Care Evaluation of Mental Disorders (PRIME-MD) screen for possible psychiatric disorders; the Dartmouth-Northern New England Primary Care Cooperative Information Project (Dartmouth COOP) charts for functional status; and the Healthcare Utilization Questionnaire. RESULTS: Overall, 20.3% of the sample met criteria for chemical intolerance. The chemically intolerant group reported significantly higher rates of comorbid allergies and more often met screening criteria for possible major depressive disorder, panic disorder, generalized anxiety disorder, and alcohol abuse disorder, as well as somatization disorder. The total number of possible mental disorders was correlated with chemical intolerance scores (P <.001). Controlling for demographics, patients with chemical intolerance were significantly more likely to have poorer functional status, with trends toward increased medical service use when compared with non-chemically intolerant patients. After controlling for comorbid psychiatric conditions, the groups differed significantly only regarding limitations of social activities. CONCLUSIONS: Chemical intolerance occurs in 1 of 5 primary care patients yet is rarely diagnosed by busy practitioners. Psychiatric comorbidities contribute to functional limitations and increased health care use. Chemical intolerance offers an etiologic explanation. Symptoms may resolve or improve with the avoidance of salient chemical, dietary (including caffeine and alcohol), and drug triggers. Given greater medication intolerances in chemical intolerance, primary care clinicians could use the QEESI to identify patients for appropriate triage to comprehensive nonpharmacologic care.

Understanding intimate partner violence dynamics using mixed methods.

Trauma research has employed both quantitative and qualitative methods, but only recently, have mixed method studies begun to appear in the trauma literature. The purpose of this case series was to demonstrate the value of mixed method approaches to studying dynamics among cases involving intimate partner violence (IPV). Of the 16 women in abusive relationships who completed daily reports of the household violence and environment over an 8-week period, three cases were chosen for discussion because they provided near complete quantitative data, rich qualitative data, and a "clear" dynamic pattern. These three cases demonstrate that, through the combination of quantitative and qualitative methods, a rich picture of individual IPV dynamics can be obtained, often unique to the marital relationship and context.

The research mentoring relationship in family medicine: findings from the grant generating project.

BACKGROUND AND OBJECTIVES: Mentoring has been acknowledged as a critical factor in the development of family medicine academicians. Specific aims were to describe the research mentoring in family medicine from the experience of both mentors and protégés and identify characteristics that mentors and protégés associated with a successful mentoring relationship. The Grant Generating Project (GGP) Fellowship, a training and mentoring program for family medicine researchers, provided a natural opportunity to study these issues and better understand what is successful in research mentoring. METHODS: Separate mentor and protégés surveys measured perceptions about the extent of mentoring assistance, perceived relationship success, costs and benefits of the relationship, and the nature and duration of the relationship. Correlations between demographic characteristics and the mentoring relationship were also examined. RESULTS: Mentors were generally professors (78%), male (82%), with a mean age of 53 years, while protégés were assistant professors (53%) and almost evenly divided between male (51%) and female (49%) with mean age of 44 years. Both mentors and protégés describe the mentoring relationship in general to be of benefit to both mentor and protégé. Nonetheless, statistically significant differences between mentor-protégé responses were found for nine of the 20 survey items. Mentors tended to give higher values in their ratings of specific mentor-protégé relationship variables. Significant positive correlations were found between benefit, quality of the relationship, and mentoring assistance and the number of hours per month of mentor-protégé interaction, the number of mentor-protégé meetings per month, and the number of months the mentor worked with the protégé. Mentor-protégé acquaintance before the GGP fellowship was significantly correlated with cost, benefit, and mentoring assistance. CONCLUSIONS: This study shows agreement between mentor and protégé regarding the mentors' ability to promote the protégés, provide important technical skills, convey respect for the protégés, and serve as a friend and role model. Protégés tend to be more connected with their colleagues and with their profession, perhaps in part because the mentoring relationship facilitates networking opportunities provided by the mentor. In particular, excellent mentors can provide protégés with opportunities to meet other influential scholars at conferences and/or through various forms of correspondence. Such relationships can be helpful to the protégé in developing a constellation of mentoring relationships that may result in more successful research careers. Future studies should examine the relationship upon various outcomes.

Issues important to the research mentoring relationship.

BACKGROUND AND OBJECTIVES: Family medicine lacks a critical mass of experienced, federally funded researchers to serve as research mentors for young investigators. The purpose of this study was to identify issues important when mentoring junior investigators. METHODS: Eight experienced primary care investigators, known for their excellence in mentorship, were recruited from the Primary Care Research Methods and Statistics Conference. After participation in a focus group exploring issues related to the quality, techniques, effectiveness, and efficiency of mentorship, subjects completed three rounds of Delphi using variables identified during the focus group to develop a comprehensive, stable list of 72 mentoring strategies. RESULTS: Five items received perfect ratings of agreement: (1) primary task to help protégé identify long-term goals and strategize to meet them, (2) difference exists between mentoring and collaboration, (3) assigning mentor is not a guarantee that the relationship will work, (4) mentor can provide expertise and encouragement but not ensure a desired outcome, and (5) mentor who does not care about the protégé is not likely to be effective. The strategies with which the mentors disagreed included mentor-protégé characteristics and differences. CONCLUSIONS: Mentors emphasized the importance of long-term goals, difference between mentorship and collaboration, and commitment from the mentor.

Complex dynamics in intimate partner violence: a time series study of 16 women.

OBJECTIVE: Three theories attempt to explain the dynamics of intimate partner violence, each representing a different dynamic pattern of violence: periodic, chaotic, and random. But few studies assess violence and its potential predictors in real time or permit assessment of the dynamics of violence. The purpose of this exploratory study was to estimate the degree of complexity in patterns of violence and identify predictors of violent events. METHOD: This time series study was conducted between September 2006 and April 2007 among 16 adult women presenting to a university-affiliated family health center who had experienced violence within the past month. Women completed a daily telephone assessment of household environment and marital relationship for 2 months. To assess the degree of complexity, 3 different measures were used. Lyapunov exponents and saturation of correlation dimension were used to approximate dynamic patterns. Vector autoregression identified prior-week predictors of violence. Results were pooled across the 16 subjects who provided daily reports using meta-analytic techniques. RESULTS: Most relationships exhibited complex dynamics, with all 3 distinct dynamic patterns found. The longer the relationship had lasted, the more predictable and periodic were its dynamics. The more frequent the violence, the more complex and sensitive to change were its dynamics. Comparing dynamic patterns, 3 distinct combinations of significant prior-day and prior-week associations were found. CONCLUSIONS: Although complex dynamics were unrelated to duration of violence, there was a dynamic tension between (1) the duration of the relationship and its periodic temporal patterns and (2) the frequency of violence and its complex dynamics. Identification of dynamic patterns may aid understanding of the phenomena of intimate partner violence and lead to novel targeted screening, monitoring, and intervention/treatment approaches.