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Plenary 4 BIOSTAT 206 – GROUP 1 Adrianne C. Ablola Bernadette C. Bautista Renz Annika B. Daquioag Ivy P. Roxas Faye C. Rubico

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  • Plenary 4

    BIOSTAT 206 GROUP 1

    Adrianne C. Ablola

    Bernadette C. Bautista

    Renz Annika B. Daquioag

    Ivy P. Roxas

    Faye C. Rubico

  • Chapter I: Introduction Background of the Research Question Pulmonary Tuberculosis (PTB)

    caused by Mycobacterium tuberculosis

    easily spread from person to person via sneezing, coughing, and talking second to HIV/AIDS as the greatest killer worldwide due to a single infectious agent (WHO)

  • TB Burden: Worldwide

  • TB Burden: Philippine Mortality

  • TB Burden: Philippine Morbidity

  • What is DOTS? Directly Observed Treatment Short-Course (DOTS)

    Efforts by the Philippine Government to control TB started in 1996 contribute significantly on the increase in case detection and cure rate of PTB in the country

    locally implemented in health centers by medical staff composed of physicians, nurses, medical technologists, and barangay health workers

  • Research Objectives

    General Objective: To determine the different factors associated with adherence of TB patients to DOTS treatment in health facilities of Paranaque City from the year 2008 to 2010

  • Research Objectives Specific Objectives: 1. To identify socio economic factors, clinical status, health system

    related factors, behavioral and other external factors that contributed to TB DOTS treatment non-adherence

    2. To determine socio economic factors, clinical status, health system related factors, behavioral and other external factors that promoted adherence with TB DOTS treatment

    3. To compare the factors affecting adherence and non-adherence among TB DOTS patients

  • Significance of the Study Provide an evidence of the factors that associates with adherence of TB patients in the DOTS facilities in city of Paranaque Gathered data may be used to improve and develop the service delivery of the DOTS Program Prevention of non-ahherence to treatment may eliminate or decrease prolifiretion of MDR-TB cases

  • Chapter II. Theoretical Background

    Figure 1: Conceptual Framework

  • Operational Definition Variable Operational

    Definition

    Categories of

    Variable

    Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the variable

    Type of Adherence The completion to

    the whole duration

    of treatment

    regardless of the

    factors

    a. adherent

    b. non-adherent

    Review of

    records or

    documents

    Secondary Faulty procedure

    adopted by the observer

    Age Length of time from

    birth measured in

    months or age in

    years at last

    birthday during

    treatment

    Code as is Face-to-face

    Interview

    Primary Recall bias of respondent

    and personal error of

    faulty procedure adopted

    by the observer

    Gender Biological sex of the

    participant

    a. male

    b. female

    Face-to-face

    Interview

    Primary Personal error of faulty

    procedure adopted by

    the observer

  • Variable Operational

    Definition

    Categories of

    Variable

    Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Employment

    During Treatment

    The kind of work

    that the subject had

    when he/ she was

    on treatment

    a. Employed

    b. Unemployed

    c. Self-Employed

    Face-to-face

    Interview

    Primary Response bias to

    please interviewer

    and personal error

    of faulty

    procedure

    adopted by the

    observer

    Monthly income

    during treatment

    Monthly salary of

    the family of the

    subject

    Code as is Face-to-face

    Interview

    Primary Response bias to

    please interviewer

    and personal error

    of faulty

    procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Level of Education The highest

    educational

    attainment by the

    subject.

    a. Never Went to School

    b. Elementary

    c. High School

    d. Vocational

    e. College

    f. Post-Graduate

    Face-to-face

    Interview

    Primary Response bias to

    please interviewer

    and personal error

    of faulty

    procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Smoking Self-reported

    smoking status of the

    participant which is

    based on the number

    of cigarette sticks

    consumed per day

    which will be

    computed based on

    pack years in the

    analysis.

    Non-Smoker: No history

    of smoking.

    Current Smoker:

    - Light Smoker: 15 or

    less cigarette

    sticks/day

    - Moderate Smoker: 16-

    24 cigarette

    sticks/day

    - Heavy Smoker: 25 or

    more cigarette

    sticks/day

    Reference:

    JAMA Sept 16,1988_Vol

    260, No. 11

    Face-to-face

    Interview

    Primary Response bias to

    please interviewer

    and personal error

    of faulty procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Alcohol Intake Self-reported alcohol-

    drinking status of the

    participant which is

    based on the number

    of units of alcohol

    consumed per day.

    a. Yes

    b. No

    Face-to-face

    Interview

    Primary Response bias to

    please interviewer

    and personal error

    of faulty

    procedure

    adopted by the

    observer

    Drug Abuse Self-reported if the

    subject is taking

    prohibited drugs

    a. Yes

    b. No

    Face-to-face

    Interview

    Primary Response bias to

    please interviewer

    and personal error

    of faulty

    procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of

    Variable

    Method of Data

    Collection

    Source of

    Data

    Potential error

    in measuring

    the variable

    Relief of

    Symptoms

    During treatment in

    which the subject

    feel relief of

    symptoms

    a. Yes

    b. No

    Face-to-face

    Interview

    Primary Subjective

    bias which

    involves

    evaluation

    based on

    personal,

    poorly

    measurable,

    and

    unverifiable

    data or feelings

    Operational Definition

  • Variable Operational

    Definition

    Categories of

    Variable

    Method of Data

    Collection

    Source of

    Data

    Potential error

    in measuring

    the variable

    Side effects A peripheral or

    secondary effect,

    especially an

    undesirable

    secondary effect of

    a drug or therapy

    a. Yes

    b. No

    Review of records

    or documents

    Secondary Personal bias

    and faulty

    procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Availability of

    drugs and

    supplies

    Adequacy of

    supplies and drugs

    and other logistics

    in the DOTS facility

    at the time of study

    a. Poor

    b. Satisfactory

    c. Good

    d. Excellent

    Review of records

    or documents

    Secondary Faulty procedure

    adopted by the

    observer

    Co-morbidities Is the presence of

    one or more

    additional disorders

    (or diseases) co-

    occurring with PTB

    or the effect of such

    additional disorders

    or diseases at the

    time of study

    a. Diabetes

    b. HCVD

    c. Other pulmonary

    disease

    d. Arthritis

    e. Cancer

    f. HIV

    g. Other diease

    Review of records

    or documents

    Secondary Faulty procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Category of

    Treatment

    A class of treatment

    in which the subject

    belonged during

    treatment.

    a. Category I

    b. Category II

    c. Category III

    Review of records

    or documents

    Secondary Personal error of

    faulty procedure

    adopted by the

    observer

    Types of TB

    patient

    Categorization of

    TB patient

    according to history

    of TB disease of the

    subject

    a. New

    b. Relapse

    c. Treatment failure-

    d.Transfer-in

    e.Return-after-default

    f. Others

    Review of records

    or documents

    Secondary Personal error of

    faulty procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Level of

    knowledge of

    DOT provider

    Trainings and

    seminars acquired

    by the DOT staff.

    a. Poor

    b. Satisfactory

    c. Good

    d. Excellent

    Review of records

    or documents

    Secondary Faulty procedure

    adopted by the

    observer

    Stigma Disgrace felt which

    is associated with

    having a disease of

    TB

    a. no stigma- the

    subject did not

    feel the stigma

    b. with stigma - the

    subject did feel

    the stigma

    Face-to-face

    Interview

    Primary Response bias to

    please

    interviewer and

    personal error of

    faulty procedure

    adopted by the

    observer

    Operational Definition

  • Variable Operational

    Definition

    Categories of Variable Method of Data

    Collection

    Source of

    Data

    Potential error in

    measuring the

    variable

    Family support The emotional,

    psychological and

    monetary support

    that was given to

    the subject by their

    family during

    treatment

    a. With family support

    b. No family support

    Face-to-face

    Interview

    Primary Response bias to

    please

    interviewer and

    personal error of

    faulty procedure

    adopted by the

    observer

    History of anti-

    TB drug intake

    Previous anti-TB

    drug intake of the

    subject before

    he/she started

    treatment in the

    DOTS facility

    a. no history

    b. one history of

    drug intake

    c. two or more

    history of drug

    intake

    Review of records

    or documents

    Secondary Faulty procedure

    adopted by the

    observer

    Operational Definition

  • Chapter III. Methodology Research Design Case Control Study Study Population TB Patients seeking treatment in the DOTS Facility of Paranaque City. Target population will include patients seeking treatment in the DOTS Facility of Paranaque City in the year 2008-2010 with treatment outcome of default, cured and treatment completed

  • Inclusion Criteria A. Subject

    Subjects who were enrolled and included in the TB register in the year of 2008 to 2010 in the DOTS Facility of Paranaque City

    Subjects with traceable address and contact number

    Subjects who are still living in Paranaque City

    Subjects who have ability to comprehend the true nature of the study

  • Inclusion Criteria

    B. Facility

    DOTS facility that have available record of the patients such as TB Register, treatment card, medical abstract and inventory of medicines DOTS Facility nurse and midwife who were supervising TB patients in the DOTS facility at the time of treatment

  • Exclusion Criteria

    A. Subject

    Subjects who have recurrent TB at the time of study

    Patients with MDR-TB at the time of study

    Subjects with neurologic and psychiatric disorder

    Patients who have treatment outcome other than default, cured and treatment completed.

  • Exclusion Criteria B. Facility

    Facilities which have had history of destruction or calamity destruction such as flood and fire that caused loss of patient files

    Facilities which are under construction

    Pretesting

    constructed questionnaire was tested in one of the DOTS facility within Paranaque City

    participants were selected to answer the questionnaire (SRS)

  • Cases -patients that were registered in the TB registry during the 2008 to 2010 with the treatment outcome of default

    Controls - are those patients having a treatment outcome of cured and treatment

  • List of TB patients who were enrolled and included in TB Register in the year 2008-2010 with treatment outcome of default, cured and treatment completed

    TB patients who were enrolled and included in TB Register in the year 2008-2010 with treatment outcome of default, cured and treatment completed

    Adherent

    Non-Adherent

    Factors Associated with

    Adherent to TB Treatment

    Factors Associated with Non-

    Adherent to TB Treatment

    Research Study

    Past Present (2008 2010)

    Selection of Subjects

    Figure 2. Selection of Subjects for determining the Factors Associated with Adherence to TB DOTS Treatment in the Health Facilities of Paraaque City from the year 2008 to 2010

  • Sample Size

    Figure 3. Sample Size determination using EpiInfo to determine the factors associated with adherence to TB DOTS Treatment in the Health Facilities of Paraaque City from the year 2008 to 2010.

  • Data Collection Tools

  • Data Collection Tools

  • Data Collection Tools

  • 16 DOTS Facility

    Pool subjects from TB Register in the year of 2008-2010:

    Note inclusion/exclusion criteria.

    Review of medical history

    Note address and contact number

    Informed Consent

    Self-administered questionnaire

    Data collection

    DATA ANALYSIS

    Informed Consent

    Assess the DOTS facility

    Note inclusion/exclusion criteria.

    Review inventory of medicine in the time of treatment

    Assess knowledge on DOT staff (Nurse and midwife)

    Knowledge assessment exam on DOT staff

    Figure 2. Flowchart on the Process of Data Collection

  • Plan for Data Analysis Variable Type of Variable Descriptive Statistics Inferential Statistics

    Age Ratio Mean, Standard Deviation Multiple Logistic Regression

    Gender Nominal Frequency, Relative Frequency Multiple Logistic Regression

    Employment Nominal Frequency, Relative Frequency Multiple Logistic Regression

    Family Monthly Income Ratio Mean, Standard Deviation Multiple Logistic Regression

    Level of Education Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

    Mode of transportation Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

    Smoking Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

    Alcohol Intake Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

    Drug Abuse Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

    Side effects Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

    Relief of Symptoms Nominal Frequency, Relative Frequency

    Multiple Logistic Regression

  • Plan for Data Analysis Variable Type of Variable Descriptive Statistics

    Inferential Statistics

    Co-morbidities Nominal Relative Frequency

    Multiple Logistic Regression

    Types of TB patient Nominal Relative Frequency

    Multiple Logistic Regression

    History of anti-TB drug

    intake

    Nominal Relative Frequency

    Multiple Logistic Regression

    Category of Treatment Nominal Relative Frequency

    Multiple Logistic Regression

    Availability of drugs and

    supplies

    Ordinal Median, Mode Hierarchical Logistic

    Regression

    Knowledge of DOT

    provider

    Ordinal Median, Mode Hierarchical Logistic

    Regression

    Family Support Nominal Relative Frequency

    Hierarchical Logistic

    Regression

    Attitude of DOT Provider Nominal Frequency, Relative Frequency Hierarchical Logistic Regression

  • The End