The relationship between depressive symptomatology and high blood pressure in Hispanic elderly.Abstract: The main purpose of this research was to examine the relationship between depressive symptomatology symptomatology /symp·to·ma·tol·o·gy/ (simp?to-mah-tol´ah-je) 1. the branch of medicine dealing with symptoms. 2. the combined symptoms of a disease. symp·to·ma·tol·o·gy n. and the development of heart disease in Hispanic Puerto Rican Puer·to Ri·co Abbr. PR or P.R. A self-governing island commonwealth of the United States in the Caribbean Sea east of Hispaniola. elderly individuals and also to assess the validity of the Spanish translation of the Beck Depression Inventory Beck Depression Inventory A trademark for a standardized questionnaire used to diagnose depression. Beck Depression Inventory (BDI-II) for this population. A probabilistic (probability) probabilistic - Relating to, or governed by, probability. The behaviour of a probabilistic system cannot be predicted exactly but the probability of certain behaviours is known. Such systems may be simulated using pseudorandom numbers. sample of 410 Hispanic men and women ages 65years and older was drawn from all of the residents in independent residential housing projects for elderly individuals in Puerto Rico Puerto Rico (pwār`tō rē`kō), island (2005 est. pop. 3,917,000), 3,508 sq mi (9,086 sq km), West Indies, c.1,000 mi (1,610 km) SE of Miami, Fla. . Our results suggest that depression alone is not associated with an increased risk for high blood pressure in Puerto Rican elderly living in independent residential housing projects. ********** A positive relationship between poor physical health and mental disorders mental disorders: see bipolar disorder; paranoia; psychiatry; psychosis; schizophrenia. , especially depression, has been established by many studies (Canino, Bird, Rubio-Stipec, & Bravo, 1997; Davidson, Jonas, Dixon, & Markovitz, 2000; Glassman & Shapiro, 1998; Jonas & Lando, 2000; Wells et al., 1989). This shows evidence of how mental and physical health are intimately related and complement each other. Many physical changes occur with the advancement of age that can lead to poorer health. These factors include decreases in mental and physical activity, negative cultural interpretations of aging, un-availability of medical resources and economic hardship factors. A pioneer research study was performed in Puerto Rico in 1997 using a probabilistic sample of older adults living in residential housing projects to assess their health status. The Rodriguez (1997) study found that 590/0 of the sample reported cardiovascular diseases and 60% of the elderly individuals report some form of depressive symptomatology. These findings suggest the need for in-depth exploration of the relationship between physical and mental health within elderly populations. One of the physical conditions that can adversely affect elderly health is high blood pressure (HBP HBP abbr. high blood pressure ). According to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. the guidelines provided by the National Institutes of Health (NIH "Not invented here." See digispeak. NIH - The United States National Institutes of Health. ) and the National Heart, Lung and Blood Institute, hypertension is defined as systolic blood pressure Systolic blood pressure Blood pressure when the heart contracts (beats). Mentioned in: Hypertension of 140 mm Hg or greater; diastolic blood pressure Diastolic blood pressure Blood pressure when the heart is resting between beats. Mentioned in: Hypertension of 90 mm Hg or greater; or taking antihypertensive antihypertensive /an·ti·hy·per·ten·sive/ (-ten´siv) counteracting high blood pressure, or an agent that does this. an·ti·hy·per·ten·sive adj. Reducing high blood pressure. n. medication (NIH, 1990). Hypertension is common in the elderly (NIH, 1990). Among Americans age 60 and older examined in the NHANES III NHANES III Third National Health & Nutrition Examination Survey Public health A population-based survey conducted by the National Center for Health Statistics, designed to assess the health and nutritional status of the noninstitutionalized Americans , HBP was found in 60% of non-Hispanic whites and 61% of Mexican Americans This is a list of notable Mexican-Americans. Athletes Baseball players
Depression and heart disease are often companions. Numerous studies have demonstrated how one may affect the other, as well as multiple risk factors (Glassman & Shapiro, 1998; Mussleman, Evans, & Nemeroff, 1998; NIH, 1997). However, a clear and specific relationship between depression and HBP has not been established. Elderly individuals with depression and HBP have nearly twice the risk of having heart failure as people who had HBP alone (Abramson, Berger, Krumholz, & Viccarino, 2001). The elderly population (65 and older) in Puerto Rico constitutes approximately 14% of the total population in the year 2000, and is expected to continue increasing at an alarming rate (U.S. Bureau of the Census Noun 1. Bureau of the Census - the bureau of the Commerce Department responsible for taking the census; provides demographic information and analyses about the population of the United States Census Bureau , 2000). This fact will continue to have many implications for the island's public health care system and the prevalence of medical and psychological disorders. For example, the elderly report more mayor physical and mental health conditions than younger groups (Alsina & Rodriguez, 1995). Puerto Rican elderly are not only at the highest risk for committing suicide; they also have the highest rate of actual suicide prevalence rate on the island (Alsina & Rodriguez, 1995; Bravo, 2000; Rodriguez, 1997; Rodriguez & Collazo, 2003). Despite these alarming statistics, the most significant epidemiological research in this area that has been performed on the island is very limited and does not include any study of the prevalence, comorbidity and relationship between physical and psychological conditions in the elderly. Moreover, there is extensive literature regarding depression as a risk factor for coronary heart disease coronary heart disease: see coronary artery disease. coronary heart disease or ischemic heart disease Progressive reduction of blood supply to the heart muscle due to narrowing or blocking of a coronary artery (see atherosclerosis). , health problems, mortality and hypertension. (Barefoot & Schroll, 1996; Glassman & Shapiro, 1998; Jonas & Lando, 2000). However, there appears to be contradictory findings and results on the specific aspects of this issue. Some studies report a relationship between depression and hypertension (Aromaa et al., 1994; Frasure-Smith, Lesperance, & Talajic, 1995; Jonas, Franks, & Ingram, 1997; Reiff, Schwartz, & Northridge, 2001) while others report that they are not related (Paterniti, Alperovitch, Ducimetiere, Dealberto, Lepine, & Bisserbe, 1999; Raikkonen, Mathews, & Kuller, 2001; Shin, Poston, Kimball, St Jeor, Foreyt, 2001). An extensive review of the literature spanning 10 years reveal only one study that has statistically established a significant relationship between those two factors (Calvo, Dial, Ojeda, Ramal ramal /ra·mal/ (ra´m'l) pertaining to a ramus. ra·mal adj. Of or relating to a ramus. ramal pertaining to a ramus. , & Aleman, 2001). Hence, this research attempts to elucidate the discrepancies found in the literature related to the role of depression and its influence on high blood pressure. It also provides valuable information concerning health disparities
Health disparities (also called health inequalities in some countries) refer to gaps in the quality of health and health care across racial, ethnic, and socioeconomic groups. in the clinical and research arena. METHOD PARTICIPANTS Four hundred ten Hispanic men and women ages 65 years and older constituted our final number of participants. Participants were drawn probabilistically prob·a·bil·is·tic adj. 1. Of, relating to, or based on probabilism. 2. Of, based on, or affected by probability, randomness, or chance: "The Big Bang universe is . . . from all the residents in independent residential housing projects for elderly individuals in Puerto Rico. This sampling method is explained in more detail in a previous study (Rodriguez, 1997). Areas were divided based on a geographic location system used by the Puerto Rican Government's Office for Elderly Individuals Affairs (two regions). The specific sampling method for this study was random sampling by clusters. The formula to determine the number of participants by cluster was (Nh)(fh) = nh, where Nh is the number of independent residential housing projects for each region, fh is the standard deviation In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. between sample and total population, and nh is the number of residents in each region. Using this formula we established that 316 participants from region I and 94 participants from region II were necessary to insure a representative sample of all the residents living in independent residential housing projects in Puerto Rico. Table 1 presents descriptive demographic information of the sample. Women constituted 77% of the sample and 77% of the participants reside in urban regions. The most common medical conditions among the participants during the past six months were osteoarthritis osteoarthritis or osteoarthrosis or degenerative joint disease Most common joint disorder, afflicting over 80% of those who reach age 70. It does not involve excessive inflammation and may have no symptoms, especially at first. (63%) and cardiovascular diseases (58%). Of the women in the study, 73% did not report gynecological gynecological /gy·ne·co·log·i·cal/ (-kah-loj´i-k'l) gynecologic. conditions due to hysterectomy hysterectomy (hĭstərĕk`təmē), surgical removal of the uterus. A hysterectomy may involve removal of the uterus only or additional removal of the cervix (base of the uterus), fallopian tubes (salpingectomy), and ovaries at early age and only 8% of the men reported prostate problems. Other conditions reported by this sample were stomach or intestinal disorders (30%), thyroid or endocrine disorders (24%), psychological disorders diagnosed by a mental health professional (16%), renal problems (15%), and pulmonary diseases (13%). INSTRUMENTS Demographic Data Questionnaire: A structured questionnaire was developed to collect relevant socio-medical demographic factors: age, gender, marital status marital status, n the legal standing of a person in regard to his or her marriage state. , previous occupation, current income, education, alcohol, tobacco and illegal substance use, family history of high blood pressure and coronary heart disease, history of previous depression diagnoses, suicide attempt during the last 10 years, other diagnosed mental and physical conditions (including hypertension) during the last 10 years, and duration of time living in the independent residential housing project. Beck Depressive Inventory-II: The Beck Depressive Inventory (BDI-II) has been used extensively in many research projects in the United States and Puerto Rico; however, its Spanish translation has never been appropriately validated with the Hispanic elderly. Nevertheless, it has been used within the general Puerto Rican population in specific research search projects that explore its psychometric psy·cho·met·rics n. (used with a sing. verb) The branch of psychology that deals with the design, administration, and interpretation of quantitative tests for the measurement of psychological variables such as intelligence, aptitude, and properties (Bravo, 2000; Lugo & Rodriguez, 1997). The 21-item instrument was administered to the Hispanic elderly to assess its internal consistency and construct validity construct validity, n the degree to which an experimentally-determined definition matches the theoretical definition. on this population. PROCEDURES After receiving permission from the administrators of independent residential housing projects in both regions, researchers made personal contact verbally and in writing to explain the nature and aims of the project, and to assuage as·suage tr.v. as·suaged, as·suag·ing, as·suag·es 1. To make (something burdensome or painful) less intense or severe: assuage her grief. See Synonyms at relieve. 2. any doubts before seeking permission from the elderly residents. Once the elderly individuals were invited to participate in the study and agreed to sign a consent form, trained doctoral graduate students in psychology (TDGSP) administered the BDI-II and demographic data questionnaire. The instruments were administered orally to each participant within a confidential. In order to obtain a quantitative blood pressure (BP) measure, graduate students used an automatic digital commercial sphygmomanometer sphygmomanometer /sphyg·mo·ma·nom·e·ter/ (sfig?mo-mah-nom´e-ter) an instrument for measuring arterial blood pressure. sphyg·mo·ma·nom·e·ter or sphyg·mom·e·ter n. placed on the left arm of participants who were seated. The BP measure was taken three times within a 20-30 minute interval. The first measurement was taken after the consent form was signed by the elderly individual (baseline). The second measurement was taken prior to beginning the BDI-II (pre-test). The third measurement was taken after the administration of the scale (post-test). Median BP measures were selected as the measure of record for the statistical and correlational analyses. According to the guidelines provided by the NIH and the National Heart, Lung, and Blood Institute National Heart, Lung, and Blood Institute, n.pr established in 1948, this division of the National Institutes of Health is responsible for research and education on cardiovascular, pulmonary, systemic diseases, and sleep disorders. , participants were classified as hypertensive hypertensive /hy·per·ten·sive/ (-ten´siv) 1. characterized by increased tension or pressure. 2. an agent that causes hypertension. 3. a person with hypertension. if their median score for three measurements of systolic blood pressure was 140 mm Hg or greater or the median score for diastolic blood pressure was 90 mm Hg or greater (NIH, 1997). Proper referrals were reported to the administrators of the residential housings, as necessary. RESEARCH DESIGN The present study consisted of two phases. The first phase was designed in order to determine the reliability and validity of the BDI-II. The second phase had an ex post facto ex post facto adj. Latin for "after the fact," which refers to laws adopted after an act is committed making it illegal although it was legal when done, or increases the penalty for a crime after it is committed. Such laws are specifically prohibited by the U. S. design that explored the correlation between depressive symptomatology and hypertension. To our knowledge, there are no studies in Puerto Rico that have assessed the relationship between the rate of depressive symptomatology and hypertension in elderly individuals. STATISTICAL METHODS SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance. (release 12.0 for Windows) was used for all data analyses. Specifically, BD-II psychometric properties were analyzed via Chronbach's alpha and Spearman-Brown analysis for internal consistency. A confirmatory factor analysis In statistics, confirmatory factor analysis (CFA) is a special form of factor analysis. It is used to assess the the number of factors and the loadings of variables. was also performed to on the BDI-II. Additional analyses included descriptive analyses of demographic variables, correlations between nominal variables using cross-tabulation (Chi-square), differences between using Student's t test and analysis of variance (ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there ), correlation between the main variables using Pearson's product moment (r), and a hierarchical regression analysis In statistics, a mathematical method of modeling the relationships among three or more variables. It is used to predict the value of one variable given the values of the others. For example, a model might estimate sales based on age and gender. for specific variables ([R.sup.2]). The alpha level for the analyses was p d * 0.05. RESULTS TESTS OF HYPOTHESES Reliability and validity of the Spanish translation of the BDI BDI Burundi (ISO Country code) BDI Beck Depression Inventory BDI Belief-Desire-Intention (AI agents) BDI Baltic Dry Index BDI Basic Driver Improvement (traffic school) . A Chronbach's alpha of .89 and a Spearman-Brown value of .85 indicated a high internal consistency of the BDI-II as applied to the assessment of depressive symptomatology in Hispanic Puerto Rican elderly. In addition, factor analysis was performed in order to explore the construct validity of the BDI-II. Specifically, analysis utilized the principal component factoring extraction method with orthogonal rotation (Varimax). The number of factors extracted was four and these factors accounted for 52% of the total variance of the instrument. This finding was consistent with the results obtained in previous studies regarding the psychometric properties of the BDI-II (Bravo, 2000; Lugo & Rodriguez, 1997). Relationship between depressive symptomatology and high blood pressure. Analyses revealed a negative, low, and non-significant correlation between depression (assessed by the score on the BDI-II) and median systolic pressure systolic pressure n. The highest arterial blood pressure reached during any given ventricular cycle. (r = -.025, p = .61). Also, based on the BD-II results, and controlling for the number of anti-hypertensive medicines taken, there was a positive, low, and non-significant correlation between depressive symptomatology and diastolic pressure diastolic pressure n. The lowest arterial blood pressure reached during any given ventricular cycle. (r = .032, p = .52). These findings are consistent with the results obtained by previous research in which they established that depression was not independently associated with an increased risk for high blood pressure (Paterniti et al., 1999; Raikkonen et al., 2001; Shin et al., 2001). Interestingly, controlling for the number of anti-hypertensive medicines taken, a negative, moderately low, and significant correlation was found between BDI-II scores and reported depression (a qualitative measure/self-report; r = -.50, p = .001). A one-way repeated measure ANOVA was calculated comparing participants' blood pressure measurements at three different times: baseline, pretest pre·test n. 1. a. A preliminary test administered to determine a student's baseline knowledge or preparedness for an educational experience or course of study. b. A test taken for practice. 2. , and post-test. A significant effect was found for systolic pressure [F (1,409) = 20.48, p = .001], but not for diastolic pressure [F (1,409) = .061, p = .80]. Follow-up protected t tests for systolic pressure revealed that scores decreased significantly from baseline to pre-test (t = 5.03, p = .001) and from baseline to post-test (t = 4.53, p = .001). No significant effect was found between pre-test and post-test measures (t = -.41, p = .68). The instrumentation effect of the BDI-II was meaningfulness between administrations. This finding suggests that, as an instrument, the BDI-II had no influence over the pre-test and post-test blood pressure measurements. DEMOGRAPHIC COMPARISONS Researchers obtained a mean BDI-II score of 7.90 points (SD = 7.63), a mean systolic pressure of 141.48 (SD = 20.13), and a mean diastolic pressure of 78.96 (SD = 13.42) for the total sample. Based on these scores, participants in the sample seem to be hypertensive, but not depressed. According to the literature reviewed, variables such as depression and high blood pressure may occur at different rates in women and men. This difference also may be related to their area of residence. Study results revealed that no significant differences between geographic regions (Region I and Region II) in terms of BDI-II scores (t = -.86, p = .39), systolic pressure (t = 1.51, p = .13), and diastolic pressure (t = .58, p = .56). Also, there were no significant differences by gender in relation to BDI-II scores (t = -.10, p = .93), systolic pressure (t = 1.74, p = .08), and diastolic pressure (t = -.27, p = .79). HIERARCHICAL REGRESSION Hierarchical regression analysis was conducted in order to explore which variables are good predictors for BDI-II scores. Results indicated that the higher the number of medical conditions an individual suffers, the higher the score he or she will obtain on the BDI-II. This result was independent of age, educational level (associated with a better repertoire of coping skills), systolic Systolic The phase of blood circulation in which the heart's pumping chambers (ventricles) are actively pumping blood. The ventricles are squeezing (contracting) forcefully, and the pressure against the walls of the arteries is at its highest. and diastolic Diastolic The phase of blood circulation in which the heart's pumping chambers (ventricles) are being filled with blood. During this phase, the ventricles are at their most relaxed, and the pressure against the walls of the arteries is at its lowest. measurements ([sup.~] [R.sup.2] = .16, p < .05; see Table 2). DISCUSSION There is compelling evidence that elderly Hispanic Puerto Ricans are affected by mental health variables that may also affect their mortality rates (Barefoot & Schroll, 1996; Mussleman, et al., 1998; Wells et al., 1989). Previous research performed in Puerto Rico has found that 62% of the elderly sample was suffering from depressive symptomatology (Rodriguez, 1997). Moreover, findings of a retrospective epidemiological study indicated that the suicide rate for those who are 85 years old or older was 12.58 while it was only 7.40 for those who are 64 years old or younger (Alsina & Rodriguez, 1995). These findings have important implications since approximately 15% of the total population in the year 2000 were individuals 65 years and older and this population utilizes the highest amount of health services health services Managed care The benefits covered under a health contract (Alegria et al., 2001). The present study was conducted in order to explore the physical problems of Hispanic Puerto Rican elderly individuals. This research study principally examined the extent to which depression symptomatology was associated with high blood pressure measurements. The existing literature on this relationship seemed contradictory. Some studies demonstrated a possible association between the two variables (Aromaa et al., 1994; Frasure-Smith et al., 1995; Jonas et al., 1997; Reiff et al., 2001) and others demonstrating evidence to the contrary (Paterniti et al., 1999; Raikkonen et al., 2001; Shin et al., 2001;). Our findings suggest that there is no statistically significant correlation between the variables in this population. Although the BDI-II proved to be a reliable and valid instrument to assess depressive symptomatology in this population, one must be cautious in this assertion. This study provides evidence regarding the expected influence of two possible subtypes of depressive symptoms on hypertension per se. Clinical literature shows that depression could have two different manifestations of symptoms, the negative affect melancholic mel·an·chol·ic adj. 1. Affected with or being subject to melancholy. 2. Of or relating to melancholia. type of symptoms that involve hypersomnia or eating more than usual, and the depression involving manic states characterized by overeating overeating eating too much food too quickly; leads to acute gastric dilatation in dogs and horses, acute carbohydrate engorgement in ruminants, dietetic (dietary) diarrhea in young calves and foals, abomasal tympany in bottle fed lambs and calves. and insomnia (NIH, 1997). As shown in several studies, people suffering from depression with negative affect (melancholic) that involves a decrease in desire to participate in activity or sadness have a tendency towards poor physical and social functioning social functioning, n the ability of the individual to interact in the normal or usual way in society; can be used as a measure of quality of care. that may lead to poor cardiovascular health (Jonas & Lando, 2000; NIH, 1997; Rodriguez, 1997, Wells et al., 1989). Mainly, the participants in our study did not manifest this type of melancholic depressive symptoms, or negative affect. The BDI-II items in general were designed, as identified by factor analysis, to gain information primarily about negative affect. This explains why the hypertensive participants in this study reported feeling depressed in spite of low BD-II scores (5 to 9 points), indicating absence of depressive symptomatology. This fact may explain why results showed a significant correlation between reported or perceived depression, a more qualitative measure, and BDI-II scores. But as previously discussed, it could be argued that participants' depression was better accounted by positive affect instead of negative. However, the essential interpretation and importance of the BDI-II reliability and validity for this population remains unchanged. According to study results, a good predictor of high scores on the BDI-II would be the number of medical conditions an individual suffers independently of specific factors such as blood pressure measurements, age, and educational level. The latter are usually associated with a better repertoire of coping skills and other cognitive strategies to manage stressful situations. Thus, scores on the BDI-II will be more susceptible to change as the amount of physical complaints increases. The intensity or magnitudes of those complaints were not addressed in this study; however it would be wise to conduct future research in this area. Finally, other aspects consistently associated with depressive symptomatology and high blood pressure must await future studies (e.g.,, exercise, self-reported depression). Taking into account the probabilistic nature of our sample and a response rate of a 100%, we can reaffirm the statistical power of this investigation. This high response rate might be due to the type of population studied. The elderly in Puerto Rico live in government housings where all the residents are of the same age and eager to share and talk to outside visitors. Even so, despite careful measures there are several limitations to the current study. One potential limitation to using the BDI-II to measure symptoms of depression is that it mainly assesses negative affect. As previously discussed, positive affect can be a part of depression as well. However, the BDI-II is one of the most widely clinically used and well-validated self-report measure of depressive symptomatology in the United States and now in Puerto Rico. Future investigations should consider the use of additional, culturally sensitive and more comprising instruments that consider the specific population studied and achieve a more rigorous assessment. Researchers in the area of test construction need to actively advocate regarding this issue. It can be more suitable for methodological purposes to classify participants according to the subtype (programming) subtype - If S is a subtype of T then an expression of type S may be used anywhere that one of type T can and an implicit type conversion will be applied to convert it to type T. of depression that they are experiencing prior to the study. There needs to be more research done on depression, the continuum of manic to melancholic symptoms related to the condition, and the impact that differences in depressive symptoms could have on the development of cardiovascular disease or hypertension. This research was funded by the National Institute of Health (NIH), Grant # 1 R24MD00152-0. It has been accepted as a poster section in the 132nd Annual Meeting of the American Public Health Association The American Public Health Association (APHA) is Washington, D.C.-based professional organization for public health professionals in the United States. Founded in 1872 by Dr. Stephen Smith, APHA has more than 30,000 members worldwide. (Session 3037.0) in Washington, DC. REFERENCES Abramson, J., Berger, A., Krumholz, H., & Viccarino, V. (2001). Depression and risk of heart failure among older persons with isolated systolic hypertension. Archives of Internal Medicine The Archives of Internal Medicine is a bi-monthly international peer-reviewed professional medical journal published by the American Medical Association. Archives of Internal Medicine , 161(14), 1725-1730. Alegria, M., McGuire, T., Vera, M., Canino, G., Albizu, C., Marin, H., et al. (2001). Does managed mental health care reallocate Verb 1. reallocate - allocate, distribute, or apportion anew; "Congressional seats are reapportioned on the basis of census data" reapportion allocate, apportion - distribute according to a plan or set apart for a special purpose; "I am allocating a loaf of resources to those with greater need for service? 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The formation of ideas or mental images. in a inpatient Puerto Rican elderly sample]. Boletin de la Asociacion Medica medica (māˑ·dē·k de Puerto Rico, 89(10-12), 167-173. Mussleman, D., Evans, D., & Nemeroff, C. (1998). The relationship of depression to cardiovascular disease. Archives of General Psychiatry Archives of General Psychiatry is a monthly professional medical journal published by the American Medical Association. Archives of General Psychiatry publishes original, peer-reviewed articles about psychiatry, mental health, behavioral science and related fields. , 55(7), 580. National Institutes of Health (NIH). (1997). The sixth report of the joint national committee on prevention, detection, evaluation, and treatment of high blood pressure (Publication No. 98-4080). Washington, DC: Government Printing Office. Paterniti, S., Alperovitch, A., Ducimetiere, P., Dealberto, M., Lepine, J., & Bisserbe, J. (1999). 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Oficina Para Asuntos de la Vejez de la Gobernadora de Puerto Rico, San Juan, Puerto Rico San Juan (IPA: [saŋ hwaŋ]) (from the Spanish San Juan Bautista, "Saint John the Baptist") is the capital and largest municipality on Puerto Rico. . Rodriguez, J. & Collazo, L. (2003). Estudio epidemiologico retrospectivo sobre el fenomeno del suicidio en los ancianos puertorriquenos: Datos de dos decadas. [An epidemiological retrospective study retrospective study, a study in which a search is made for a relationship between one phenomenon or condition and another that occurred in the past (e.g. about the suicide phenomenon in the Puerto Rican elderly]. Thompson Psicologia, 1, 77-87. Shin, E., Poston, W., Kimball, K., St Jeor, S., & Foreyt, J. (2001). Blood pressure and symptoms of depression and anxiety: A prospective study. American Journal Hypertension, 14(7 Pt 1), 660-664. U.S. Bureau of the Census. (2000). The 2000 U.S. census report. Retrieved February 20, 2003, from http://www.census.gov Wells, K., Stewart, A., Hays, R., Burnam, M., Rogers, W., & Daniels, M., et al. (1989). The functioning and well being of depressed patients. Journal American Medical Association American Medical Association (AMA), professional physicians' organization (founded 1847). Its goals are to protect the interests of American physicians, advance public health, and support the growth of medical science. , 262(7), 914-919. CHES AREA Responsibility IV - Evaluating Effectiveness of Health Education Programs Competency A--Develop Plans to Assess Achievement of Program Objectives Jose Rodriguez, MD, MPH, PhD, Priseille Joglar, PsyD, and Mariel G. Davila, PhD are affiliated with Carlos Albizu University The Carlos Albizu University (CAU) is a private non-profit university offering undergraduate and graduate studies in psychology, business, and education. It has two campuses: one in San Juan, Puerto Rico, and the other in Miami, Florida (USA). . Address all correspondence to Jose Rodriguez, MD, MPH, PhD, Carlos Albizu University, PO Box 9023711, San Juan, Puerto Rico 00902-3711. PHONE: 787-725-6500 x125; E-MAIL e-mail: see electronic mail. in full electronic mail Messages and other data exchanged between individuals using computers in a network. : jrodriguez@albizu.edu.
Table 1. Socio-medical Demographics.
Variable N % M SD
Gender
Men 94 23
Women 316 77
Geographic Region
Region 131 677
Region II 94 23
Marital Status
Married 40 10
Widowed 191 47
Divorced 98 24
Never Married 80 19
Work Status
Not Working 398 97
Working 8 2
Volunteering 4 1
Religion
Catholic 257 63
Protestants 130 32
No Preference 23 5
Age 75.6 7.3
Reported Income (annual) 5,057.1 2,769.9
Education (years) 8.3 4.5
Time living in Housing (years) 7.6 6.2
Number of Medical Conditions (life
time prevalence) 3.3 2.1
Table 2. Summary of Hierarchical Regression Analysis for
Variables Predicting BDI-II Scores (N = 410)
Variables B SE [B.sup.~]
Step 1
Systolic Pressure -.002 .02 -.06
Diastolic Pressure .003 .03 .06
Step 2
Number of Medical Conditions 1.37 .16 .38 *
Systolic Pressure -.003 .02 -.07
Diastolic Pressure .004 .03 .07
Step 3
Number of Medical Conditions 1.33 .16 .37 *
Age -.008 .05 -.07
Education -0.12 .08 -.07
Systolic Pressure -.002 .02 -.06
Diastolic Pressure .003 .03 .06
Note: [R.sup.2] = .003 for Step 1; [sup.~] [R.sup.2] = .15 for
Step 2; [sup.~] [R.sup.2] = .16 for Step 3 (Ps < .05).
B = regression coefficient; SE B = standard error of the
regression coefficient; ~ = standardized regression
coefficient.
* p < .05.
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