Matters ▸ Attachment
Public Safety for All Preliminary Results — File 23-1733
P R E L I M I N A R Y F I N D I N G S
Public Safety for All
Somerville Mayor Katjana Ballantyne
RSJ Director Denise Molina Capers, Esq.
RSJ Analyst Elizabeth Ronan
A G E N D A
Introduction and Methodology
High level takeaways
Preliminary Findings
Perceptions of Safety
Encounters with Police
Perceptions of Police
Appendix
Open Data
Introduction
Methodology
R E S P O N D E N T S R E F L E C T O U R P O P U L A T I O N W E L L !
Goal was to get at least 30 respondents in
each group of interest so we can analyze
them independently.
Weighting: a statistical technique in which
datasets are adjusted through calculations
in order to bring them more in line with the
population being studied.
Chose to report demographic groups
separately instead of weighting.
1,296 total responses
Generally representative across ward, race,
age, disability status
Generally over-sampled traditionally under-
represented groups
Respondents positively rate their perceptions and
encounters with the Somerville Police Department (SPD)
and public safety in Somerville as a whole.
Certain respondent groups report more negative
perceptions and experiences.
Differences not random and fall along demographic
distinctions.
Further studies are necessary.
H I G H E S T - L E V E L T A K E A W A Y S
Preliminary
Findings
Perceptions of
Safety
Some contexts also vary by Gender, Race/Ethnicity, and
LGBTQIA+ status.
Do not appear to vary substantially or consistently by Ward,
age, immigration, or disability status.
Feelings of safety vary across contexts (time of
day, place, etc.)
Main concerns are traffic safety, followed by
theft and burglaries, housing security, gun
violence, and illegal drug activity.
M A I N F I N D I N G S O N P E R C E P T I O N S O F S A F E T Y
P E R C E P T I O N S O F S A F E T Y
V A R Y A C R O S S C O N T E X T S
Respondents, on average, report feeling somewhere between safe (3.0) and very
safe (4.0), with respondents feeling safest at home and least safe when biking.
1 = Very unsafe
2 = Unsafe
3 = Safe
4 = Very safe
P E R C E P T I O N S O F S A F E T Y - O V E R A L L
R A T I N G S B Y R A C E & G E N D E R ( L G B T Q I A + N O T I N D I C A T E D )
Black, Hispanic, and Other Race respondents have lower average feelings of safety than Asian,
White, and respondents of Two or More Races.
Black and Hispanic women report much lower ratings of safety in the City overall than Black and
Hispanic men.
1 = Very unsafe
2 = Unsafe
3 = Safe
4 = Very safe
Encounters with
Police
Perceptions of encounters vary by gender, LGBTQIA+
status, and disability status.
Nonbinary, LGBTQIA+, and disabled respondents report
much lower perceptions of encounters with SPD.
Removing these demographic groups, we can find no
more differences across Race/Ethnicity or binary Gender
categories.
There does, however, continue to be a difference observed
among different age groups and to a lesser degree across
some other characteristics.
M A I N F I N D I N G S O N E N C O U N T E R S W I T H S P D
Further studies are necessary.
There are substantial differences across
gender, LGBTQIA+ status, and disability
status on this measure.
W H Y D I D N O N B I N A R Y , L G B T Q I A + , A N D P E O P L E W I T H D I S A B I L I T I E S
C O N S I S T E N T L Y R E P O R T M O R E N E G A T I V E E X P E R I E N C E S ?
P E R S O N A L E N C O U N T E R S
R A T I N G S B Y W A R D
Ratings of encounters with police in the
dataset were on average a 3.7 (between
Neutral and Somewhat positive).
There was some variation by ward, with
Wards 2, 3, and 5 on the lower end, and 1
and 6 on the higher.
1 = Very negative
2 = Somewhat negative
3 = Neutral
4 = Somewhat positive
5 = Very positive
P E R S O N A L E N C O U N T E R S
R A T I N G S B Y G E N D E R & L G B T Q I A + S T A T U S
Among LGBTQIA+ and Non-binary
respondents, the average rating ranged
from slightly below neutral for Non-
binary and Female respondents
respectively to a high of slightly above
neutral for Male respondents.
There is no substantive gender difference
observed for those who did not indicate
LGBTQIA+ status.
1 = Very negative
2 = Somewhat negative
3 = Neutral
4 = Somewhat positive
5 = Very positive
P E R S O N A L E N C O U N T E R S
R A T I N G S B Y D I S A B I L I T Y S T A T U S
Across most gender & LGBTQIA+ status categories, people with disabilities report
lower overall ratings than their counterparts who did not identify as people with
disabilities, but this effect is much more profound for those who also identified as
Non-binary or LGBTQIA+.
1 = Very negative
2 = Somewhat negative
3 = Neutral
4 = Somewhat positive
5 = Very positive
Perceptions of
Police
Perceptions of SPD vary by Gender &
LGBTQIA+ status, Disability status, and
immigrant status, as well as age.
M A I N F I N D I N G S O N P E R C E P T I O N O F S P D
Removing nonbinary, LGBTQIA+,
respondents with disabilities, and
immigrant respondents, we can find
minor, if any, differences across
Race/Ethnicity or binary Gender
categories.
M A I N F I N D I N G S O N P E R C E P T I O N O F S P D
P E R C E P T I O N S O F S P D - G E N E R A L
R A T I N G S B Y W A R D
In general, respondents reported that the SPD “Almost always” treats people in their neighborhood
with respect, and between “Sometimes” and “Almost always” makes the respondent feel safe.
Ratings of feeling safe are generally lower than ratings of treating people with respect, but follow a
similar pattern across wards.
P E R C E P T I O N S O F S P D - F E E L I N G S A F E
R A T I N G S B Y G E N D E R & L G B T Q I A + S T A T U S
Non-binary and LGBTQIA+ respondents
report a lower rating for police making
them feel safe.
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
P E R C E P T I O N S O F S P D - F E E L I N G S A F E
R A T I N G S B Y D I S A B I L I T Y , G E N D E R , & L G B T Q I A + S T A T U S
The differences across disability status for SPD making them feel safe are even
more pronounced, with LGBTQIA+ and Non-binary people with disabilities reporting
very low averages.
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
For respondents who don’t identify as
Non-binary, LGBTQIA+, or as having a
disability, there is not substantial
variation in Race/Ethnicity ratings for
general perceptions of police.
P E R C E P T I O N S O F S P D B Y R A C E / E T H N I C I T Y
S U G G E S T I O N S F O R S P D I M P R O V E M E N T - B Y R A C E
Social workers on response
teams (42)
Mental health professionals
on response teams (39)
Transparency / Community
Policing (Tie, 35)
Asian or Pacific Islander
n=91
1.
2.
3.
Community policing (43)
Increase police presence
(33)
Youth voice / Community
events / Mental health crisis
training (Tie, 28)
Black or African American
n=84
1.
2.
3.
Community policing (104)
Mental health professionals
on response teams (87)
Mental health crisis training
(81)
Hispanic or Latino
n=214
1.
2.
3.
Mental health professionals
on response teams (404)
Social workers on response
teams (379)
Mental health crisis training
(332)
White or Caucasian
n=662
1.
2.
3.
Community policing (21)
Mental health crisis training
(20)
Mental health professionals
on response teams (18)
Other
n=37
1.
2.
3.
Mental health crisis training
(33)
Mental health professionals
on response teams (32)
Social workers on response
teams (31)
Two or More Races
n=49
1.
2.
3.
Notably,
adding social
workers or
mental health
professionals
to response
teams did not
make the top
3 for Black or
African
American race
respondents.
Respondents who feel more safe in the
City overall feel less safe around police.
S A F E T Y A N D P O L I C E P E R C E P T I O N
Respondents who feel less safe in the
City overall feel more safe around police.
Presented data to PSFA Task Force and some City
Departments - October 2023
Upload preliminary results to PSFA Micro Page - November
2023
Share with Civilian Oversight Task Force and Anti-Violence
Working Group - November 2023
Share with City Departments and Community Partners -
Winter and Spring 2024
Share survey report and Public Safety for All Study - Early
2024
Host constituent Webinar (virtual) and Public Meeting (in-
person) - TBD
W H A T H A P P E N S N E X T ?
Appendix
Perceptions of
Safety
In your home
Walking alone in your neighborhood during the day
Walking alone in your neighborhood at night
In the City overall
When you are in a park alone
Walking to/from my child’s school (if applicable)
When driving
When biking
Question 11: Based on your personal experience, please rate how safe you feel in
Somerville’s streets in the following situations:
Question 13 asked respondents about their top five concerns regarding public
safety in their neighborhood. Options ranged from Animal Complaints to Gun
Violence to Traffic Safety.
P L E A S E S H A R E A N Y O T H E R T H O U G H T S A B O U T
P O L I C I N G I N S O M E R V I L L E :
P E R C E P T I O N S O F S A F E T Y - O V E R A L L
R A T I N G S B Y R A C E & G E N D E R ( L G B T Q I A + )
Respondents who indicated LGBTQIA+ status show a similar Race/Ethnicity difference
(Nonwhite respondents have a lower average rating of safety in the City)
These respondents do not show Gender differences within Race/Ethnicity categories.
They report a very similar level of safety rating for the City overall.
1 = Very unsafe
2 = Unsafe
3 = Safe
4 = Very safe
P E R C E P T I O N S O F S A F E T Y - O V E R A L L
R A T I N G S B Y I M M I G R A T I O N
In ratings of safety in the City overall, Asian and Black immigrant respondents report equal or higher
levels of safety than those who didn’t indicate Immigrant status, and Hispanic and White
immigrant respondents report lower levels of safety.
Other Race/Ethnicity categories did not have enough Immigrant respondents for comparison.
1 = Very unsafe
2 = Unsafe
3 = Safe
4 = Very safe
P E R C E P T I O N S O F S A F E T Y - O V E R A L L
R A T I N G S B Y D I S A B I L I T Y
Aside from safety when biking, there are no observed differences across reported
disability status on safety ratings.
1 = Very unsafe
2 = Unsafe
3 = Safe
4 = Very safe
Traffic safety was
indicated as the
largest area of
concern, with
45% of
respondents
selecting this
option, followed
by theft and
burglaries;
housing security;
gun violence; and
illegal drug
activity.
T O P S A F E T Y C O N C E R N S - O V E R A L L
T O P S A F E T Y C O N C E R N S - B Y R A C E
Housing Security
Traffic Safety
Theft and burglaries
Gun violence
Animal complaints
Asian or Pacific Islander
1.
2.
3.
4.
5.
Gun Violence
Violent crime
Theft and burglaries
Housing security
Illegal drug activity
Black or African American
1.
2.
3.
4.
5.
Illegal drug activity
Theft and burglaries
Gun violence
Traffic safety
Housing security
Hispanic or Latino
1.
2.
3.
4.
5.
Traffic safety
Theft and burglaries
Housing security
Domestic violence
Gun violence
White or Caucasian
1.
2.
3.
4.
5.
150 of 650 responses mention community, community events, and
more social support between constituents and City government.
Respondents suggested...
“ W H A T K I N D O F P R O G R A M S D O Y O U T H I N K
W O U L D H E L P B U I L D A S A F E R C O M M U N I T Y ? ”
“Community drop- in centers for people of all ages to meet and
socialize that offer refreshments, occasional entertainment,
have chess or other games, magazines, newspapers, tables and
chairs of course and some comfy ones to read and relax in.”
127 respondents mention affordable housing.
Respondents suggested...
“ W H A T K I N D O F P R O G R A M S D O Y O U T H I N K
W O U L D H E L P B U I L D A S A F E R C O M M U N I T Y ? ”
“Rent assistance, rent stabilization, subsidies for obtaining electric and non-electric
bicycles, more housing everywhere in the city, fewer restrictions on upzoning or
starting a commercial entity in neighborhood zones.”
“Rent assistance for tenants and landlords who otherwise would be moving towards
evictions, eviction moratoria, better community health protections.”
mental health services (103),
increased policing (100),
youth programming (97),
and traffic safety (73).
Others called for increased:
“ W H A T K I N D O F P R O G R A M S D O Y O U T H I N K
W O U L D H E L P B U I L D A S A F E R C O M M U N I T Y ? ”
“ W H A T M A K E S Y O U F E E L S A F E A T H O M E , I N Y O U R
C O M M U N I T Y , A N D A T W O R K ? ”
604 respondents
The biggest theme that came up (313 responses) was
that respondents’ communities make them feel safe,
including knowing their neighbors, government
involvement, a sense of personal safety, and having their
basic needs and those of their neighbors met.
102 write in responses indicate that police and fast police
response times make them feel safe.
Other responses discussed: alternatives to policing (36),
traffic safety (34), the perceived lack of crime in
Somerville (34), lighting, cameras, or security systems
(25).
Respondents share specific safety concerns (113 responses), including traffic
safety, affordable housing, food security, infrastructure, mental health, Safe
Consumption Sites / Overdose Prevention Centers (both pro and against), and
more.
61 responses report the desire for alternatives to policing/alternate response
models.
46 responses call for increased policing.
38 respondents report satisfaction with the current state of safety in Somerville.
32 respondents note the opposite, describing feeling unsafe in the City.
“ P L E A S E S H A R E A N Y O T H E R T H O U G H T S A B O U T
P U B L I C S A F E T Y I N S O M E R V I L L E . ”
Encounters with
Police
1 = Very negative
2 = Somewhat negative
3 = Neutral
4 = Somewhat positive
5 = Very positive
Question 3: Have you ever had a personal encounter with an
Somerville police officer?
Question 4: Was your encounter a positive or negative
experience?
E N C O U N T E R S W I T H P O L I C E - S U R V E Y Q U E S T I O N S
W H Y D I D N O N B I N A R Y , L G B T Q I A + , A N D P E O P L E W I T H D I S A B I L I T I E S
C O N S I S T E N T L Y R E P O R T M O R E N E G A T I V E E X P E R I E N C E S ?
COVID and public health concerns: Some participants recalled that officers were
unmasked during encounters that occurred in 2020-2021.
Protests: Some participants described encounters at protests.
Anxiety: Some participants described feeling increased anxiety in the presence
of police.
Suspicion: Some participants felt the police treated them with unnecessary
suspicion.
Bicycles: Bicyclists perceived a difference in treatment based on their mode of
travel.
P E R S O N A L E N C O U N T E R S
R A T I N G S B Y A G E F O R R E S P O N D E N T S W H O D O N ’ T I D E N T I F Y A S N O N - B I N A R Y ,
L G B T Q I A + , O R H A V I N G A D I S A B I L I T Y
For respondents who don’t identify as
Non-binary, LGBTQIA+, or as having a
disability, more positive ratings of police
encounters tend to increase with age.
Specifically, there appears to be a cut-off
of <45 and 45+ years old, where the
average rating for <45 is between
Neutral and Somewhat Positive, and the
average rating for 45+ tends to be at
Somewhat Positive or above.
1 = Very negative
2 = Somewhat negative
3 = Neutral
4 = Somewhat positive
5 = Very positive
P E R S O N A L E N C O U N T E R S
R A T I N G S B Y R A C E & G E N D E R F O R R E S P O N D E N T S W H O D O N ’ T I D E N T I F Y A S
N O N - B I N A R Y , L G B T Q I A + , O R H A V I N G A D I S A B I L I T Y
There is not substantial variation in Race/Ethnicity ratings for police encounters.
In general, all Race/Ethnicity and gender groups rate police encounters around “Somewhat Positive”.
High scores for Hispanic respondents largely come from those who identify as immigrants.
1 = Very negative
2 = Somewhat negative
3 = Neutral
4 = Somewhat positive
5 = Very positive
W A S Y O U R E N C O U N T E R A P O S I T I V E O R N E G A T I V E
E X P E R I E N C E ? P L E A S E E X P L A I N :
Saying officers are “always professional
and helpful”
169 reported positive interactions with
SPD
486 respondents
“Nothing stands out to me; I don’t
recall it as a particularly positive or
negative experience”
162 reported neutral interactions with
SPD
Describing officers as “rude, made me
feel unsafe rather than safe,” or
“condescending, yelling”
124 reported negative interactions with
SPD
Perceptions of
Police
(items 1, 2):
Does the Somerville Police Department treat people in your
neighborhood with respect?
Do the Somerville Police Department officers in your neighborhood
make you feel safe?
Question 1: Perceptions of the Somerville Police Department
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
P E R C E P T I O N S O F P O L I C E - S U R V E Y Q U E S T I O N S
P E R C E P T I O N S O F S P D - R E S P E C T
R A T I N G S B Y G E N D E R & L G B T Q I A + S T A T U S
Non-binary and Female LGBTQIA+
respondents report a lower average
rating of SPD treating people in their
neighborhood with respect than the rest
of the respondents.
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
P E R C E P T I O N S O F S P D - R E S P E C T
R A T I N G S B Y D I S A B I L I T Y , G E N D E R , & L G B T Q I A + S T A T U S
There is a marked difference in perceptions of police treating people with respect
by disability status, but only for Non-binary and LGBTQIA+ respondents.
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
Non-white Race/Ethnicity groups tend
to have slightly higher ratings of police
treating people with respect.
This difference is driven in large part
by immigrant respondents (similarly to
ratings of police encounters).
P E R C E P T I O N S O F S P D B Y R A C E / E T H N I C I T Y ( R E S P E C T )
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
Again, non-white Race/Ethnicity
groups have slightly higher ratings
of whether SPD makes them feel
safe.
Similarly to the question of respect,
this difference is driven in large
part by immigrant respondents.
P E R C E P T I O N S O F S P D B Y R A C E / E T H N I C I T Y ( S A F E T Y )
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
P E R C E P T I O N S O F S P D - R E S P E C T
R A T I N G S B Y A G E
Ratings of police treating people with respect shows a minor difference by age, if
any.
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
P E R C E P T I O N S O F S P D - F E E L I N G S A F E
R A T I N G S B Y A G E
However, the ratings of whether SPD makes them feel safe do vary by respondent
age, with those 45+ reporting higher average ratings than those below 45.
1 = Never
2 = Almost Never
3= Sometimes
4= Almost Always
5 = Always
Respondents left comments to the question:
“Is there anything else about your
relationship/experience (positive or negative)
with the Somerville Police Department that
you would like to share with us?”
This question received 395 write-in responses.
W R I T E - I N P E R C E P T I O N S
116 responses consist of positive praise
for SPD, citing their professionalism,
helpfulness, and respectfulness.
W R I T E - I N P E R C E P T I O N S
One respondent wrote, “Somerville police have always been
extremely professional, kind, and respectful. I truly believe
we have one of the best police forces; they always put our
city first!”
67 responses indicate a negative
relationship with SPD.
W R I T E - I N P E R C E P T I O N S
Respondents indicate instances where SPD officers are
perceived to neglect their duty, display bad attitudes or
behaviors. Still others call for reform to SPD, defunding SPD, or
abolishing SPD.
44 responses mentioned specific
reforms desired for SPD.
W R I T E - I N P E R C E P T I O N S
Some of these reforms include hosting events to foster
relationships with police, ensuring police are enforcing traffic
laws on details, training (anti-bias, mental health, crisis
intervention), and language capacity.
Call for alternatives to policing (77 responses)
Mention reform and training (59 responses)
Request increased policing (54 responses)
Praise SPD (52 responses)
Defund SPD (42 responses)
Question 10 served as a catch-all for additional feedback about
policing in Somerville not captured by previous questions. 371
respondents wrote in answers, taking this space to:
P L E A S E S H A R E A N Y O T H E R T H O U G H T S A B O U T
P O L I C I N G I N S O M E R V I L L E :
Dataset
Data dictionary
Data explorer / visualization
Open Data release:
Language
Does the Somerville Police
Department treat people in
your neighborhood with
respect?
Have you ever had a personal
encounter with an Somerville
police officer?
How old are you?
English
3
No
35-44 years
Portuguese
5
Yes
25-34 years
Haitian Creole
3
Unsure
55-64 years
Open Data contains one row per
survey response
Data has been cleaned to preserve
anonymity, combine small groups,
and enable calculation
O P E N D A T A : P U B L I C S A F E T Y F O R A L L D A T A S E T
E X A M P L E D A T A
S U R V E Y
The data dictionary, released with the open data, explains how to
interpret the data table and how it relates to the survey.
O P E N D A T A : P U B L I C S A F E T Y F O R A L L D A T A
D I C T I O N A R Y
D A T A D I C T I O N A R Y
Our Tableau Public
visualization allows you to
explore all scale questions
by any demographic.
O P E N D A T A : P U B L I C S A F E T Y F O R A L L D A T A
E X P L O R E R
Additional views allow you
to see effects for selected
demographics and
questions, with filters for
some of the frequently
noted demographic
groups.
Combinations of groups
with <10 people are
removed from the
visualization.
O P E N D A T A : P U B L I C S A F E T Y F O R A L L D A T A
E X P L O R E R