2019, Volume 7, Issue 4, Pages: 588-594  
J. Environ. Treat. Tech.  
ISSN: 2309-1185  
Journal web link: http://www.jett.dormaj.com  
Discrepancy Evaluation Model For Human  
Resources Health Placement Evaluation At The  
Puskesmas  
1
2
3
Meldasari Said , R. Madhakomala , Fahmi Idris  
1
Universitas Negeri Jakarta, Indonesia, meldasaid75@gmail.com  
Universitas Negeri Jakarta, Indonesia, madhakomala@live.com  
2
3
Universitas Negeri Jakarta, Indonesia, fahmiidris.20@gmail.com  
Received: 12/05/2019  
Accepted: 27/08/2019  
Published: 31/08/2019  
Abstract  
This study aims to evaluate the implementation of the Regulation of Minister of Health (RMH) of Indonesia Number 75 the year  
014, as the basis to recruit health care worker of Puskesmas (Community Health Center). The method of study used the Discrepancy  
2
Evaluation Model by Malcolm Provus. The informants are the official of the Office of Health at Banjarbaru City, the official of  
Puskesmas, and the community. The research focused on planning, recruitment, selection, placement, and empowerment. The  
conclusions of the research is 1) planning, there was no gap or discrepancy between the S (Standard) of the ministerial health policy  
and the P (Performance); 2) recruitment, there was a gap or positive discrepancy; 3) selection, there was a gap or positive  
discrepancy; 4) placement, there was a gap or positive discrepancy; 5) empowerment, there was no gap or discrepancy, which means  
adequacy occurred between standard and performance.  
Keywords: Discrepancy Evaluation Model, Human Resources Health, Placement Evaluation, Puskesmas.  
1
financing, recruitment, training, development, benefits and  
1
Introduction  
remuneration scheme for health workers in countries -  
including Indonesia- SDGs program implementers (17).  
The entire implementation of the program activities  
should be carried out by health workers who have relevant  
skills and competencies. When the organization’s strategic  
plan drawn up, the human resources development plan should  
be compiled together from the initial stages of strategic  
planning development of the organization. The need to  
complete human resource planning in conjunction with the  
strategic planning of the organization, including the plan of  
the SDG’s implementation (17).  
The Indonesia Act No. 36 of the year 2009 about Health,  
article number 3 mentions the goal of health development is  
the increased health awareness, willingness, and ability to  
live in a healthy life for everyone in order to increase the  
degree of community health can be achieved. Sustainable  
Development Goals (SDGs) initiated by the States members  
of the United Nations (UN) in September 2015, in the field of  
health which determined common goal i.e. "ensure healthy  
lives and promote wellbeing for all at all ages "in the year  
2030 (29).  
Following up the SDGs consensus for every United  
The Ministry of Health of the Republic of Indonesia, in  
collaboration with the Global Health Worker Alliance and  
Deutsche fur Internationale Zusammenarbeit Gesselschaft  
GmbH, developed health worker plan Year 20112025 (19),  
studies show that the health worker is a major key in the  
successful achievement of the goal of health development.  
Health workers contribute up to 80% of the success of health  
development. In the year 2006 the WHO report, Indonesia is  
one of the 57 countries who are facing a crisis of human  
resources for health in both perspectives the number of health  
worker and its distribution. Health workers in the health  
center mandated to focus not only to implement the  
individual health efforts which focused on the curative  
function. But also the efforts to promote the community  
health function or preventive approach in a balanced way.  
educational and community-based programs are most likely  
Nation (UN) the Member States are to determine the target's  
healthy development of each country as well as the drafting  
process of the achievement of the target which specified in  
the time up to the year 2030. From the aspect of preparation  
of human resources for health in order to achieve the target of  
the SDGs, many general human resources issues and  
questions arise, include the size, composition and distribution  
of the health care workforce, workforce training issues, the  
migration of health workers, the level of economic  
development in a particular country and socio-demographic,  
geographical and cultural factors (18). After the assessment  
process was conducted, composed also of planning aspects of  
Corresponding author: Meldasari Said, Universitas Negeri  
Jakarta, Indonesia, E-mail: meldasaid75@gmail.com.  
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Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 588-594  
to succeed in improving health and wellness when they  
address influences at all levels and in a variety of  
environments or settings (27)  
Dunn stated that policy analysis is a term that refers to  
value judgments about what ought to be, in contrast to  
descriptive statements about what is (13). Policy analysis is  
an approach to social problem solving starting at a historical  
milestone when knowledge is consciously explored to enable  
explicit and reflective testing of the possibility of linking  
knowledge and action (32). Evaluation plays a number of key  
functions in policy analysis (34,35). Policy analysis and  
evaluation are two continuous supplementary functions.  
Policy analysis is described as the dissection, isolation and  
systematic examining and explaining policy phenomena or  
components to determine the effectiveness and efficiency of  
each part or action (9). Evaluation is an appraisal of  
something of value, according to a specific yardstick which  
also serves as a standard (22). The word evaluation is used  
loosely to encompass many different activities and purposes  
(23).  
The curative approach is providing good treatment of  
physical, psychological, mental, and social events to patients  
in need (33). While the preventive approach tends to do  
disease prevention efforts and improve health (promotion of)  
before the onset of the disease through community organizing  
efforts devoted to environmental sanitation. Human resources  
for health (HRH) are the cornerstone of health systems,  
enabling the improvement of health service coverage (28).  
The year 2017, Indonesia was struck with an outbreak of  
Diphtheria in 142 districts or cities in 28 provinces (36). This  
outbreak claimed as the largest in the world. Recorded from  
January to November 2017 there were 593 cases of  
Diphtheria mortality with 32 cases. The need to look out for  
is the tendency of the number of cases of the disease  
increased since 2007 (183 cases) and its peak in 2012 (1.192  
cases). After that decreased but the number still hundreds of  
cases. When Diphtheria immunization has been running for  
the past 5 decades and must be given to infants under 1 year.  
Then there is also an advanced vaccine or booster given at 18  
months of age, the age of the child grade 1, grade 2, and  
grade 5 elementary school (25).  
This working paper contributes to the improvement of  
knowledge in the human resources domain in health by the  
synthesis of certain general information of interest in the  
health system (10). The question will be laid down to the  
effectiveness of government policy, the skill of health worker  
and the knowledge and know-how of community in  
responding to the annual outbreak of that communicable  
disease. The first step (component of HR Planning or Design)  
is the determination of the standard (S) for comparison with  
the second step up to fifth (Recruitment, selection,  
placement, and empowerment), namely through the  
collection of information and data from related parties in  
Puskesmas, as well as from the health workers themselves.  
The research focused on planning, recruitment, selection,  
placement, and empowerment.  
In evaluating policies there are 22 approaches (32). The  
Discrepancy Evaluation Model (DEM) offers a pragmatic,  
systematic approach to a wide variety of evaluation needs  
(31). The DEM uses an approach oriented to decisions made  
on programs or policies. The model described here deals with  
explicit methods for using evaluation as  
a program  
improvement tool as well as a means of program assessment  
(26). Therefore, the picture below explains the application of  
DEM based on research into the framework of the  
development of the model Quality Health Outcomes  
developed (30). There is a discrepancy between the health  
HR candidates to the requirements (number and  
qualifications), especially with the preventive function in  
Puskesmas. The application of DEM in the framework of  
research can be seen in Figure 1.  
2
Literature Review  
The term policy is often used widely, for example,  
Indonesian Economic Policy, National Education Policy,  
Health Policy and so on. Etymologically, the term policy  
comes from Greek, Sanskrit, and Latin. The roots of words in  
Greek and Sanskrit policies (city-states) and pur (cities) were  
developed in Latin into politia (state), and finally in medieval  
English became policie, which meant dealing with public  
problems or government administration (12). According to  
Parson (11), the policy can be interpreted as written rule and  
the formal decision of an organization which regulates all  
aspects of human life, whether in the private or the public  
sphere.  
Figure 1: Application of DEM in the framework of the research  
The government has provided first-rate health care  
facilities or health services that are directly faced with the  
public primarily through public health centers (Puskesmas).  
The term "public health" is used in a variety of ways  for  
example, as a condition, an activity,  
a discipline, a  
Public policy forms, according to Baron and Amstrong  
can be distinguished as follows: 1) rules or conditions  
governing the life of the Community (Regulation); 2)  
Distribution or allocation of resources.; 3) Redistribution or  
reallocation; and 4) Supply or empowerment. Intended as a  
modal or supplementing the community with the means that  
need to be independent. The purpose of this policy is also to  
equalization, but in this case more on equitable distribution of  
capabilities (2).  
profession, an infrastructure, a philosophy, or even as a  
movement (3). According to Minister of Health Regulation  
Number 75 of 2014, Puskesmas is a health service facility  
that organizes public health efforts and first-rate individual  
health efforts, prioritizing promotive and preventive efforts,  
to achieve the highest degree of public health in the region it  
works. To provide quality services, resources or health  
workers are needed that can move them, even though the  
adequacy of resources is insufficient to ensure that an activity  
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2019, Volume 7, Issue 4, Pages: 588-594  
or program can run properly, it is necessary to properly place  
individuals in carrying out certain tasks according to their  
abilities and of course qualifications education (20). The  
World Health Organization (WHO) defining health workers  
or health workers as "... all people engaged in actions whose  
primary intent is to enhance health" (15,16). Based on this  
definition, the International Standard Classification of  
Occupation (ISCO) classify all workers engaged in the field  
of health as health workers, the classification of ISCO can be  
seen in Figure 2.  
workforce in Puskesmas Banjarbaru city. As evaluative  
research, it would like to know the benefits (worth) and  
quality (merit) from the placement of health workforce  
policies in the Puskesmas Banjarbaru city (35). The method  
of study used the Discrepancy Evaluation Model by Malcolm  
Provus. The informants are the official of the Office of  
Health at Banjarbaru City, the official of Puskesmas, and the  
community. The research focused on planning, recruitment,  
selection, placement, and empowerment.  
In this study, the researcher prefers to use the  
Discrepancy Evaluation Model  DEM used to be a model  
for the policy evaluation of the implementation of the health  
workers placement in Puskesmas in the city of Banjarbaru,  
South Kalimantan. The model chosen due to Malcolm  
Provus, who created the model and introduced the concept of  
evaluation can indicate whether  
a policy has been  
implemented in accordance with the standards that have been  
set or not (26). In the DEM model, the evaluation conducted  
by comparing the P (performance) on the field and S  
(
standard). Provus mentions five stages of evaluation in  
comparing P and S. The Discrepancy Evaluation Model  
DEM) (13), developed in 1966 by Malcolm Provus, provides  
(
information for program assessment and program  
improvement. Under the DEM, evaluation defined as the  
comparison of actual performance to the desired standard.  
The DEM embodies five stages of evaluation based upon a  
program's natural development: program design, installation,  
process, product, and cost-benefit analysis (6,8). The  
evaluation model stage (Difference Evaluation Model -  
DEM), based on Input-Process-Output components and  
subcomponents used during the study can be seen in Table 1.  
The study used qualitative research and ADDIE model for  
instructional design involved 34 subjects including 13  
officials from the Office of Health of Banjarbaru city, the 6  
head of Puskesmas, 12 officials from the administration sub-  
division of Puskesmas who in charge to prepare a proposal of  
health worker need which regularly prepared and submitted  
to the Head Office of Banjarbaru city. From the community  
level, 13 informants are selected from the outpatient who got  
health services from Puskesmas.  
Figure 2: Classification of health worker based on ISCO-88.  
Resources: Working Together for Health: The World Health Report  
2
006 (7)  
So as not to cause confusion towards the definition of  
health care worker mentioned in ISCO, the Legislation of the  
Republic of Indonesia Number 36 the year 2014 on health  
workers confirmed the definition of professionals in the  
health field as a health worker in article 1 mentions; "Health  
workers are any persons who are devoted in the health field  
as well as having the knowledge and/or skills through  
education in the field of health to a certain kind requires the  
authority to make the health effort." Based on the RMH  
number 75 the year 2014 about Puskesmas which become the  
main government policy target to be evaluated.  
Quantitatively, strategic health personnel (doctors,  
dentists, nurses, and midwives) have been distributed, except  
for dentist health workers who are still very lacking, giving  
rise to inequity in health service use (4). The lack of a  
number of health workers compared to the existing  
Puskesmas makes the health workload of the health center  
staff higher and not in accordance with the task, function, and  
educational background. So that in the end, it has an impact  
on decreasing the quality of services in the Puskesmas (21).  
The planned promotive and preventive activities are not  
scheduled on a regular basis, even some programs have not  
been carried out at all due to lack of costs, lack of health  
workers, lack of cooperation between health workers, cadres  
and the community and there is no good management system  
in carrying out these activities (37). The low quality of  
Puskemas, caused because so far the activities or activities of  
health human resources in the Puskesmas have never been  
evaluated, (24).  
4 Result and Discussion  
4.1 Planning of Health Worker  
The results of the interview with the Head of the  
Department of HR Planning and HR Planning Section-Head  
of Health Office Banjarbaru City, Head of Puskesmas, Head  
of Administrative Section of Puskesmas, as well as  
Surveillance Officer of Puskesmas, from the 6 Puskesmas’s  
chosen, about the health worker planning. From the  
perspective of evaluation by using the DEM method, the  
policy or standard subject to be evaluated is the RMH  
number 75 the year 2014. For the Health HR Plan, in the  
article 33 paragraph 4 of the RMH 75/2014 mentioned that  
the Head of Puskesmas requested to develop HR plan and to  
submit the plan to the Health Office of Banjarbaru City. The  
conclusion obtained is; 1) The needs of Health HR according  
to the planning process is in compliance between S (standard)  
and/with P (performance). In the implementation, all the  
Puskesmas’s Heads drafting HR planning based on workload  
analysis, then presented to the City Health Office and Office  
3
Research Method  
In general, this research aims to clarify the  
of  
Regional  
Staffing  
Agency  
Banjarbaru.  
implementation of the placement policy of the health  
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2019, Volume 7, Issue 4, Pages: 588-594  
Table 1: Design Criteria DEM Standard  
Stages  
Component  
Input  
Process  
Output  
Planning  
HRD  
Basic Policy Manpower Planning  
Health issue at the health center  
(1) Goal, (2)Target,  
(3)Strategy  
The need for permanent and  
temporary staff determined.  
The need for staff  
1
. Permanent staff  
a. Government  
b. Contract  
9 types of health staff recruited  
1. The number of each type of  
health staff, especially those  
carrying out the preventive  
function.  
2. Permanent staff  
a. Type of health function  
position  
2
. Temporary staff  
a. Central hired  
b. The district  
hired  
Criteria: (number, type,  
qualification)  
Recruitment  
c. Local hired  
d. Others:  
b. Qualifications/ level of health  
function position  
-
Mobile team  
Individual  
-
Selection process:  
1
. Administrative reviews.  
2
. Academic test  
3
. Competency /skill &  
knowledge test  
Candidate of 9 types of health  
staff as many as needed selected.  
Selections  
9 types of health staff  
4
. Personality test  
. Medical test  
. Interview  
. Practical test  
5
6
7
Conformity with the  
requirements of the  
recruitment (1)Number,  
2)Type, (3)Qualification  
Placement of 9 types of health staff  
as needed and required by the  
health center.  
Appropriate (adequate), or Not  
appropriate (discrepant) to the  
policy  
Placement  
(
1
. Patient satisfaction. 2.  
The development of skills  
and capabilities  
Empowerment  
Appropriate or Not appropriate  
Incompatible with the use of the  
budget  
In the aspect of the planning process, there is adequacy or  
suitability between the S and the P. 2) The type and quantity  
of the positions planned, in most Puskesmas, the type, and  
the positions planned still dominated by the types and  
positions which support the curative functions.Some other  
Puskesmas already planning additional health workers by the  
number and types of positions which support the preventive  
function.  
entirely as the national government. So the process of  
recruitment will be carried out by the Central Government. b)  
The whole recruitment process of local hired has already  
been done in the Puskesmas. Health workers who locally  
recruited by Puskesmas were included: medical doctor,  
midwives, and nurses.  
In the recruitment process is there any gap between S  
(Standard-RMH number 75 the year 2014 with  
P
(
Performance) during the implementation of recruitment by  
4
.2 Recruitment Stage  
Recruitment of health worker candidates at the  
Puskesmas? S does not mention explicitly Puskesmas has the  
authority to recruit health worker. The role of the Puskesmas  
according to the S, mainly discussed how the Puskesmas  
mandated by the Government to provide health services to  
the community, as the front line government health facility  
through the function of a curative and promotive function.  
The role of Puskesmas Head on the health worker  
recruitment according to the policy is to draft the worker  
need and to submit it to the City Health Office for follow up.  
Thus gap or discrepancy occurs between the S and P, at  
the stage of recruitment. Because the S does not provide  
authority to the Puskesmas to do recruitment. In P,  
Puskesmas can do recruitment at any time when the status of  
the Puskesmas has become autonomous. However, despite  
Puskesmas has not become autonomous yet, several  
Puskesmas recruited new apprentices staff who newly  
Puskesmas does not always through the usual stages of the  
recruitment process. The recruitment process through the  
usual stage, for example by broadcasting information to the  
public about position, duties and minimum qualification  
required by the prospective employees to fill the vacant  
position, yet can be done in the Puskesmas.  
From the perspective of evaluation by the DEM method,  
the conclusion of the health worker recruitment process is as  
follows: a)The recruitment process of health worker,  
depending on the position and the status of worker recruited.  
For workers with the status as a government employee and  
paid by the National Government then the entire process of  
recruitment would be done at the central level and at the City  
Government. The status of the promotive position will  
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2019, Volume 7, Issue 4, Pages: 588-594  
graduated from health and non-health education to work  
voluntarily in the Puskesmas.  
program. HR competency improvement activities  
implemented in the Puskesmas in collaboration with the  
Health Office Banjarbaru, colleges, as well as an institution  
which has the credibility to issue a certificate of expertise  
necessary for a health care worker to perform in more  
professional duties. Strengthening the competence of the  
existing health worker in Puskesmas implemented in two  
aspects. The first aspect is the process of empowering health  
workers conducted internally in a Puskesmas and given by  
Puskesmas’s officials. The second aspect is the  
empowerment process done outside the Puskesmas. The  
empowerment process by external carried out by parties  
outside the Puskesmas. The other important effort to build  
the good teamwork for the Puskesmas’s employees is to keep  
giving motivation to them by the Head of Puskesmas, or  
providing continuous mentoring by the senior in the field of  
certain professions to the employees of the Puskesmas. The  
benefit of this motivation is to promote solid teamwork and  
to increase their spirit to work well, at the time when the  
Puskesmas employees confronted by the limitations of the  
number of health workers. These were particularly necessary  
for rural areas. Educational preparation was found to be  
insufficient for the activities that graduates were engaged in  
(14)  
4.3 Selection Stage  
The selection process as a continuation of the recruitment  
process is not an authority of Puskesmas management. The  
selection process which currently partly performed by  
Banjarbaru Office of Health is a selection process conducted  
nationally.  
Is there a gap in the selection process between S  
(
(
standard-RMH number 75 the year 2014) and P  
performance) during the implementation of the HR selection  
process by Puskesmas? In S it does not mention the authority  
to process the selection for the health worker by the  
Puskesmas. The focus of RMH number 75 the year 2014,  
mainly to provide mandates to Puskesmas as the first and  
front line government facilities to provide health services to  
the community, through the function of curative and  
preventive. The gap or discrepancy occurs between the S and  
P, at the stage of selection. Because the S does not mention  
the authority of Puskesmas to do worker selection process.  
However, in P, there is an opportunity to Puskesmas to do  
worker selection process for a local contract at the time when  
the status of the Puskesmas has become autonomous  
Puskesmas.  
Whether in the process of empowering health workers  
there is a gap between S (standard) and P (performance) the  
implementation of empowerment by Puskesmas? At the S,  
there is explicitly mentioned regarding the authority of  
Puskesmas to facilitate the empowerment process or capacity  
building of Puskesmas’s health worker. In the stage of  
empowerment Puskesmas’s health worker, there is adequacy  
or suitability between the S and P. There is no discrepancy or  
gap between S and P.  
4
.4 Placement Stage  
a health worker who recently passed the selection process  
is crucial. The condition of each Puskesmas from the  
perspective of the number of health workers, almost the  
same. Each Puskesmas has a problem of lack number of both  
health workers and non-health worker. The head of sub-  
division or Admin Head of Puskesmas Guntung Payung  
illustrates the magnitude of the needs for a health care worker  
to achieve good performance. Because the activities of  
providing health services by Puskesmas is indoor (in the  
Puskesmas care unit) and outdoor (at the community). If  
measuring the number of the worker against workload,  
following the standard of RMH 75/2014 with workload  
analysis, then the current number of health workers in each  
Puskesmas as the locus of study is sufficient. But when  
looking at the activities of the Puskesmas both indoor and  
outdoor, the existing number of health worker is insufficient.  
objectively evaluated four different placement algorithms,  
4.6 The Public Perception Towards Quality of Puskesmas  
Service  
In the DEM method, health worker empowerment  
perspective is at stage five, the cost and benefit analysis.  
According to Buttram (5), the DEM embodies the five stages  
of evaluation, based upon a program's natural development:  
program design, installation, process, product, and cost-  
benefit analysis. The meaning of the cost and benefit  
implications (benefit) is the social and political economy of  
what is expected to be achieved from the implementation of  
the health worker empowerment efforts in Puskesmas  
Banjarbaru. The benefits of empowering health workers can  
be seen from the perception of citizens as the end-user  
against the quality of medical services by the Puskesmas.  
The community perception obtained in the research gives  
an indication of the level of community satisfaction over  
Puskesmas services. Given this level of satisfaction while  
providing an assessment of preventive and curative function  
conducted by Puskesmas. The preventive function which  
presented from the perspective of positive perception is a) the  
officers of the Puskesmas often come to the village for the  
integrated services post or Posyandu & extension, b) there  
are Puskesmas’s officers to the school to do ORI program.  
From the perspective of negative perception, have never seen  
Puskesmas’s officers come to the village.  
including  
a novel algorithm for placement based on  
identifying existing clusters (1).  
Whether in the process of placing the health workers  
there is a gap between S (standard-RMH number 75 the year  
2014) and P (performance) in implementing worker  
placement by Puskesmas? In S it does not mention explicitly  
the authority of the placement process of the health worker in  
the Puskesmas. Thus gap or discrepancy occurs between the  
S and P, in the placement of health worker. However, in P,  
health office and Puskesmas can do the placement of local  
hired or apprentice worker at the time the Puskesmas’s status  
is not yet autonomous, nor has become the autonomous  
Puskesmas.  
4.5 The Empowerment Stage  
In the RMH number 75 the year 2014, article 6 paragraph  
f, the stage to empower Puskesmas’s health staffs is  
implementing human resource competence improvement  
5
92  
Journal of Environmental Treatment Techniques  
2019, Volume 7, Issue 4, Pages: 588-594  
Chowdhury, M., … Michael, S. Human resources for healthꢀ:  
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5
Conclusion  
The Stage of Planning. There is conformity or adequacy  
1
9841990.  
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between S and P. While the stages of recruitment, selection,  
and placement, the discrepancy are still happening. But the  
value of discrepancy that happened will give opportunities to  
improve the program. Because when in S, recruitment,  
selection, and placement does not mention, but in P  
recruitment, selection and placement have been done. So the  
process of placing health care worker can be implemented.  
The Stages of Recruitment. In the process of recruitment,  
there is a gap between S with P. In S there is not mentioning  
explicitly the health worker recruitment processes in the  
Puskesmas. Thus gap or discrepancy occurs between S and  
P, at the stage of recruitment. Because the S does not mention  
the Puskesmas’s authority to do recruitment. However, in P,  
Puskesmas can do recruitment at a time when the status of  
the Puskesmas has become autonomous Puskesmas.  
8
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P, the Office of Government Worker, Health Office, and  
Puskesmas can do the placement of apprentice worker at the  
time the Puskesmas’s status was not an autonomous  
Puskesmas yet. In what positions the new hired local worker  
been placed in Puskesmas? Whether more health workers  
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