Impact of primary care nursing workforce characteristics on the control of high-blood pressure: a multilevel analysis

Objective To determine the impact of Primary Health Care (PHC) nursing workforce characteristics and of the clinical practice environment (CPE) perceived by nurses on the control of high-blood pressure (HBP). Design Cross-sectional analytical study. Setting Administrative and clinical registries of hypertensive patients from PHC information systems and questionnaire from PHC nurses. Participants 76 797 hypertensive patients in two health zones within the Community of Madrid, North-West Zone (NWZ) with a higher socioeconomic situation and South-West Zone (SWZ) with a lower socioeconomic situation, and 442 reference nurses. Segmented analyses by area were made due to their different socioeconomic characteristics. Primary outcome measure: Poor HBP control (adequate figures below the value 140/90 mm Hg) associated with the characteristics of the nursing workforce and self-perceived CPE. Results The prevalence of poor HBP control, estimated by an empty multilevel model, was 33.5% (95% CI 31.5% to 35.6%). In the multilevel multivariate regression models, the perception of a more favourable CPE was associated with a reduction in poor control in NWZ men and SWZ women (OR=0.99 (95% CI 0.98 to 0.99)); the economic immigration conditions increased poor control in NWZ women (OR=1.53 (95% CI 1.24 to 1.89)) and in SWZ, both men (OR=1.89 (95% CI 1.43 to 2.51)) and women (OR=1.39 (95% CI 1.09 to 1.76)). In all four models, increasing the annual number of patient consultations was associated with a reduction in poor control (NWZ women: OR=0.98 (95% CI0.98 to 0.99); NWZ men: OR=0.98 (95% CI 0.97 to 0.99); SWZ women: OR=0.98 (95% CI 0.97 to 0.99); SWZ men: OR=0.99 (95% CI 0.97 to 0.99). Conclusions A CPE, perceived by PHC nurses as more favourable, and more patient–nurse consultations, contribute to better HBP control. Economic immigration condition is a risk factor for poor HBP control. Health policies oriented towards promoting positive environments for nursing practice are needed.

[1]  J. M. M. Asencio,et al.  Validación y adaptación al español de la escala del entorno de práctica enfermera del Nursing Work Index. , 2018 .

[2]  Eileen T Lake,et al.  Practice Environment Scale of the Nursing Work Index , 2018 .

[3]  D. Ryan,et al.  Assessment and lifestyle management of patients with obesity: clinical recommendations from systematic reviews. , 2014, JAMA.

[4]  S. Alonso,et al.  Es válida la adaptación española de la Escala de Entorno de Práctica Enfermera del Nursing Work Index para Atención Primaria , 2014 .

[5]  Elisa Gil Montalbán,et al.  Validez y concordancia de la historia clínica electrónica de atención primaria (AP-Madrid) en la vigilancia epidemiológica de la diabetes mellitus: estudio PREDIMERC , 2014 .

[6]  Marianna Diomidous,et al.  Nurse staffing and education and hospital mortality in nine European countries: a retrospective observational study , 2014, The Lancet.

[7]  S. Kerry,et al.  Evaluation of a specialist nurse-led hypertension clinic with consultant backup in two inner city general practices: randomized controlled trial. , 2014, Family practice.

[8]  Jackson T. Wright,et al.  2014 evidence-based guideline for the management of high blood pressure in adults: report from the panel members appointed to the Eighth Joint National Committee (JNC 8). , 2014, JAMA.

[9]  Michael Böhm,et al.  2013 ESH/ESC Practice Guidelines for the Management of Arterial Hypertension , 2014, Blood pressure.

[10]  J. M. M. Asencio,et al.  Influence of socio-demographic, labour and professional factors on nursing perception concerning practice environment in Primary Health Care , 2013 .

[11]  Martin McKee,et al.  Migration and health in an increasingly diverse Europe , 2013, The Lancet.

[12]  J. M. Morales Asencio,et al.  Influence of socio-demographic, labour and professional factors on nursing perception concerning practice environment in Primary Health Care , 2013, Atencion primaria.

[13]  P. A. Scott,et al.  The impact of the work environment of nurses on patient safety outcomes: a multi-level modelling approach. , 2013, International journal of nursing studies.

[14]  Jeannie P. Cimiotti,et al.  Effects of Nurse Staffing and Nurse Education on Patient Deaths in Hospitals With Different Nurse Work Environments , 2012, The Journal of nursing administration.

[15]  J. D. De Pedro-Gómez,et al.  Perception of evidence-based practice and the professional environment of Primary Health Care nurses in the Spanish context: a cross-sectional study , 2012, BMC Health Services Research.

[16]  P. Hebert,et al.  Nurse-led Disease Management for Hypertension Control in a Diverse Urban Community: a Randomized Trial , 2012, Journal of General Internal Medicine.

[17]  T. Murrells,et al.  Organisational quality, nurse staffing and the quality of chronic disease management in primary care: observational study using routinely collected data. , 2011, International journal of nursing studies.

[18]  F. A. Blanco,et al.  Prevalencia, grado de control y tratamiento de la hipertensión arterial en la población de 30 a 74 años de la Comunidad de Madrid: Estudio PREDIMERC , 2011 .

[19]  Albert Sesé Abad,et al.  [Nursing practice settings and competence to incorporate evidence into decisions: analysis of the situation in the Balearic Islands (Spain)]. , 2011, Gaceta sanitaria.

[20]  J. D. De Pedro-Gómez,et al.  [Nursing practice settings and competence to incorporate evidence into decisions: analysis of the situation in the Balearic Islands (Spain)]. , 2011, Gaceta sanitaria.

[21]  S. B. Galindo,et al.  Tratamiento y grado de control de los hipertensos diabéticos atendidos en atención primaria en España. Estudio Brand I , 2010 .

[22]  Rod S Taylor,et al.  Nurse led interventions to improve control of blood pressure in people with hypertension: systematic review and meta-analysis , 2010, BMJ : British Medical Journal.

[23]  Basile Chaix,et al.  Individual/Neighborhood Social Factors and Blood Pressure in the RECORD Cohort Study: Which Risk Factors Explain the Associations? , 2010, Hypertension.

[24]  Á. R. Laso,et al.  La salud y sus determinantes en la población inmigrante de la Comunidad de Madrid , 2010 .

[25]  H. R. Morales,et al.  Atención integral de pacientes diabéticos e hipertensos con participación de enfermeras en medicina familiar , 2009 .

[26]  K. Francis,et al.  Systematic review of the effectiveness of primary care nursing. , 2009, International journal of nursing practice.

[27]  R. Tannen,et al.  Use of primary care electronic medical record database in drug efficacy research on cardiovascular outcomes: comparison of database and randomised controlled trial findings , 2009, BMJ : British Medical Journal.

[28]  A. Sicras-mainar,et al.  Asociación entre el grado de control de la hipertensión arterial, la comorbilidad y los costes en personas de más de 30 años durante el año 2006 , 2008 .

[29]  L. Aiken,et al.  Effects of Hospital Care Environment on Patient Mortality and Nurse Outcomes , 2008, The Journal of nursing administration.

[30]  M. F. Domínguez-Berjón,et al.  Construcción de un índice de privación a partir de datos censales en grandes ciudades españolas (Proyecto MEDEA) , 2008 .

[31]  C. Borrell,et al.  [Constructing a deprivation index based on census data in large Spanish cities(the MEDEA project)]. , 2008, Gaceta sanitaria.

[32]  T. Wilt,et al.  The Association of Registered Nurse Staffing Levels and Patient Outcomes: Systematic Review and Meta-Analysis , 2007, Medical care.

[33]  Laura Vila,et al.  Seguimiento y control de la hipertensión arterial. ¿Se efectúa igual en la población autóctona y en la inmigrante? , 2007 .

[34]  E. Ronda,et al.  A framework to analyse gender bias in epidemiological research , 2007, Journal of Epidemiology & Community Health.

[35]  V. Barrios,et al.  Control de presión arterial y lípidos y riesgo coronario en la población hipertensa asistida en Atención Primaria en España. Estudio PRESCOT , 2007 .

[36]  O. Solar,et al.  A conceptual framework for action on the social determinants of health. , 2007 .

[37]  Basile Chaix,et al.  A brief conceptual tutorial of multilevel analysis in social epidemiology: using measures of clustering in multilevel logistic regression to investigate contextual phenomena , 2006, Journal of Epidemiology and Community Health.

[38]  Arminée Kazanjian,et al.  Effect of the hospital nursing environment on patient mortality: a systematic review , 2005, Journal of health services research & policy.

[39]  M. Rué,et al.  Variabilidad en las actividades preventivas en los equipos de atención primaria de Cataluña. Aplicación del análisis de niveles múltiples , 2001 .

[40]  S. Kunkel,et al.  Why gender matters: being female is not the same as not being male. , 1996, American journal of preventive medicine.

[41]  H. Schroeder Management of arterial hypertension. , 1954, The American journal of medicine.

[42]  Elisa Gil Montalbán,et al.  [Validity and concordance of electronic health records in primary care (AP-Madrid) for surveillance of diabetes mellitus. PREDIMERC study]. , 2014, Gaceta sanitaria.

[43]  J. D. De Pedro-Gómez,et al.  Psychometric testing of the Spanish version of the practice environment scale of the nursing work index in a primary healthcare context. , 2012, Journal of advanced nursing.

[44]  M. J. Medrano Albero,et al.  [Prevalence, degree of control and treatment of hypertension in the adult population of Madrid, Spain]. , 2011, Revista espanola de salud publica.

[45]  T. Murrells,et al.  Nurse staffing and quality of care in UK general practice: cross-sectional study using routinely collected data. , 2010, The British journal of general practice : the journal of the Royal College of General Practitioners.

[46]  M. Manojlovich,et al.  Intensive care units, communication between nurses and physicians, and patients' outcomes. , 2009, American journal of critical care : an official publication, American Association of Critical-Care Nurses.

[47]  S. Doubova,et al.  [Comprehensive diabetic and hypertensive patient care involving nurses working in family practice]. , 2009, Revista panamericana de salud publica = Pan American journal of public health.

[48]  A. Sicras-Mainar,et al.  [Relationship among the degree of control of arterial hypertension, comorbidity and costs in individuals over age 30 during 2006]. , 2008, Revista espanola de salud publica.

[49]  A. Dalfó-Baqué,et al.  [Follow-up and monitoring of hypertension. Is this performed the same in the autochthonous and immigrant populations?]. , 2007, Atencion primaria.

[50]  V. Barrios,et al.  [Blood pressure and lipid control and coronary risk in the hypertensive population attended in Primary Care setting in Spain. The PRESCOT study]. , 2007, Revista clinica espanola.

[51]  2007 ESH-ESC Practice Guidelines for the Management of Arterial Hypertension , 2007 .

[52]  M. Rué,et al.  [Variability in preventive activities among primary care teams in Catalonia. Application of a multilevel analysis]. , 2001, Gaceta sanitaria.